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Paper Citation Record · LEDGER

Accelerated learning from recommender systems using multi-armed bandit

As of 16 August 2026, this Paper Citation Record lists 90 of 90 outbound references and 1 inbound Pith citation observation for arXiv:1908.06158.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
1908.06158 v1

Coverage vector

measured 90 of 90 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T12:58:10.702721Z

measured 91 of 91 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-07T12:39:22.493228Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

90 of 90 outbound references displayed

  • verified exact13
  • verified fuzzy2
  • unresolved74
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

2
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation aba17654-437b-4555-80f1-36d01663fbd5 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.298711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.298711Z digest=sha256:8f51c7336ceaca046d4dd17c1c108661e4e5e45c951228377b6a8d90207be891

Observation 9f402ae9-b7a1-4764-ba31-ff8949dd655f · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.303254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.303254Z digest=sha256:54cf2ed4218cb3ceb5d29762755b6113ea55436b85f0649db5ef43d45c867f0f

Observation cf7b2ebc-cd8e-42d6-adaf-f81994f11451 · outbound

This paper cites Corralling a Band of Bandit Algorithms.

Accelerated learning from recommender systems using multi-armed bandit Corralling a Band of Bandit Algorithms

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-08-14T12:58:11.153305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.307201Z digest=sha256:0a3d2f09fa696324c746930cf6691561ed24e6b4bec52b56b92dee1ed778dfcf

Observation d40ce957-5b32-4ee5-9716-6720b4e91395 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.312082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.312082Z digest=sha256:1f2b4faf6315144a966ac6984b990e6f12e7f1299197efb5cd657c7ff6908abd

Observation 67f81f28-b173-499b-9f40-0996d5022765 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.317384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.317384Z digest=sha256:7200a101d79bc4a8dd03a2d91ee19eb1df69937cdeb65518cf6457268f0db3df

Observation e03fecca-9880-41f6-b5ad-ea5b7784bbf5 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.321488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.321488Z digest=sha256:ff6d75cfb2ee7e4d262f2d3570d79165e9155599644c8eafe503445636e6955f

Observation f7e1446c-bd47-4469-8289-9b803f463711 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.326189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.326189Z digest=sha256:c77eebd0d6458ae21431bcc36a7390959c280f1abb9a6c6b413b27019032e85f

Observation de8320ea-b242-4778-9446-cfcdc56a7ac2 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.329965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.329965Z digest=sha256:0e8113d2109fde04c44aee1a762314d50fe70d40a4f93d2edeba234a6d20dbd0

Observation 7ec565d4-0227-4b05-a67d-683e4ce68d89 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.333717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.333717Z digest=sha256:d9f364e0b1ed0b5f7e80bd9a3a5b8b6cf68e8ee7d9c6d142e0535cd1c375bb12

Observation 94174669-ffa7-4596-8043-94395e843f94 · outbound

This paper cites Multi-Player Bandits Revisited.

Accelerated learning from recommender systems using multi-armed bandit Multi-Player Bandits Revisited

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.341524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.341524Z digest=sha256:470a616d5e0d55772bc19b2b5f169f26a0386354061891cdbf546d0416bd6db5

Observation ab86f3be-29e5-4bc9-acc8-4a2fd3b65d88 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.345805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.345805Z digest=sha256:de443c13c66cf961edcccf68dee4d3686ae255a34b411c0b29842b4e62bc45d8

Observation fa106a21-feb7-4e18-a115-d5839e15e3c6 · outbound

This paper cites SIC-MMAB: Synchronisation Involves Communication in Multiplayer Multi-Armed Bandits.

Accelerated learning from recommender systems using multi-armed bandit SIC-MMAB: Synchronisation Involves Communication in Multiplayer Multi-Armed Bandits

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-08-14T12:58:11.121476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.349591Z digest=sha256:4111b120d8acac0aa4c02389ae26f0741554b7e52ec7bdbd268ff798ea4d404a

Observation bab0c416-30a9-4a9d-81b7-9c783be72bdb · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.746254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.353619Z digest=sha256:02f8708742bae139a418ba4d404647d2a58c12a9bdb5d18f71ee2309562576dd

Observation 983e3169-3e15-4f4d-ac0c-b2d243887c46 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.357683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.357683Z digest=sha256:6e7510860ef537f30c4ffa670619322212d5ea4d3df64aef5f80c441a7df4080

Observation 5184c622-1c77-47f9-b204-68a430d670da · outbound

This paper cites Nearly Optimal Adaptive Procedure with Change Detection for Piecewise-Stationary Bandit.

Accelerated learning from recommender systems using multi-armed bandit Nearly Optimal Adaptive Procedure with Change Detection for Piecewise-Stationary Bandit

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-14T12:58:11.102725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.362024Z digest=sha256:9c4805c8a96c6105b274faa778f57d76d81eaf53044b23005352198566993ca9

Observation 787c3603-db2b-4f80-aff2-e3c6582c8fb7 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.727057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.366254Z digest=sha256:a22680958e1bccb637c35a70a0c46461f09dad35b482ead02f44220751b5baea

Observation 0f04e1e7-6fef-4e8c-b84b-6fd6a1dcf308 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.715050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.370195Z digest=sha256:d18b5ce79c5993ff1362be78152f1b8851ffe63c87f962a72e4d6e13e88d5f30

Observation 74573683-d389-448c-9649-b16e726ad6e5 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.704737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.374414Z digest=sha256:dca2969d196062179f512f5fdceff1b4f1cab62ad3a5c2f06c1aa6cbb081f489

Observation f60efb19-094c-45f2-bd22-71e58b700e67 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.694294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.379029Z digest=sha256:38c7ac09b3e51992841fe390ddbcfb358b883322384af79d14c089936099f36b

Observation c2d7b1d7-ae03-450d-9502-c074109ca74a · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.682686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.390401Z digest=sha256:ecb1f3071c88dbbfac0b9df1ef706f31c0e3e5d0ee8d1e5f48f88b4f554acacd

Observation 01df47e5-6f5f-44bb-80e4-24b272f43bd5 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.395172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.395172Z digest=sha256:26dc8393bb2736da0225eec560e5406c72bf1537c27f17847883212b7d4e0769

Observation e606e182-ca84-4331-ba9a-021f0a943de7 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.655135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.404416Z digest=sha256:37fe3dd51269d065bb7e973d342d8c0948085d6fd023f8000a0818d127050b92

Observation 48a6d36b-cebf-49e9-8a37-6d24c9a10eab · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.641176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.408628Z digest=sha256:889bfdcf759cbc164cde0403636a831bccdfc4bca7dd3774f3d1d75cc3357e3c

Observation 84693e71-c8ed-40b6-9433-bdc5f4f1174a · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.413155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.413155Z digest=sha256:965d01b3090f13ed38b7d7b713f5927affaf6c31329d7ff9bde3f4ac6b6f4f9c

Observation e654bc4b-e826-4dc0-9e2a-c668f79b35ad · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.621617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.418079Z digest=sha256:af0557d59414403f56a05cf6fab41cb00b97c9329893991806288e9bc9345e3d

Observation 0c29a500-222c-427a-a036-72c7ec59171c · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.610300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.422464Z digest=sha256:7989d362c05598bbb739d02985e2ad3c15472d5cd6be0170ac5bfbd5930f81e7

Observation 9181f9a9-0bec-4a1b-97a4-d4869d4bade6 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.598878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.426760Z digest=sha256:a4dac1f31746d5e394e0d920a67ea9ce2ef6c7ae8adcbdadbbe1a18c52848c37

Observation 75ccac40-3174-4daa-a75a-f5356000dc67 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.587222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.430569Z digest=sha256:87dcd9698ecd6b966c0210e193696971a0de818d242c16a7555d126e595eead8

Observation 35c38755-4f24-43ff-8b16-d53c0997f5dc · outbound

This paper cites KL-UCB-switch: optimal regret bounds for stochastic bandits from both a distribution-dependent and a distribution-free viewpoints.

Accelerated learning from recommender systems using multi-armed bandit KL-UCB-switch: optimal regret bounds for stochastic bandits from both a distribution-dependent and a distribution-free viewpoints

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.434294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.434294Z digest=sha256:2511cfc29e94a59114800caa8da51287c63c39e6145c1da68072fd912604b749

Observation 54de7c0e-6eb3-4903-9a95-63baf3bff53a · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.575597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.438801Z digest=sha256:b7048e5238e6bf250be7e9cac21096ba2046a505c7dfffd11c3695d518fa50b8

Observation 84f5ab6d-bcd5-4ba4-b5c6-5fc4104aba82 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.442971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.442971Z digest=sha256:83c537992f629a134175fb8cc49582d1a2693227d266c2dffdcf879598e603db

Observation f64472d8-9e0b-465d-b148-4bf6b0745edd · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.558555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.447008Z digest=sha256:df1906728cea6363fbff4820d08cbadf49421320e6a61378e9c2ac49d10a3e6b

Observation af613d35-55e6-4588-9649-0566fbad91d7 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.547707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.451225Z digest=sha256:1e7d1dae7e00c53eeab0fe0efcddee958e40bdbefdbc67fa7d54ee6a930d6636

Observation ed73e1e0-9598-4bc4-91d2-e0d6db537bfb · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.455911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.455911Z digest=sha256:5af39e47e83cf3f2a6da8494fa77eb76798d03c26319faec1ea750a6bb712369

Observation 9d3e6c4d-7139-4086-9fc2-a72d6bac1cce · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.530631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.460194Z digest=sha256:9c836c2f5ec6ce03848c791504e99b640d1928655c4b4cd4d28d9ef8045c02d4

Observation 21a6ff0d-095d-4fe0-8ee9-8c11ddd613ff · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.520553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.464282Z digest=sha256:39c7e93daa5619c8c16533675a7b24cd6c0d988d29ce99b426e13ad52c251ef5

Observation 829bdff1-96a0-4d79-a7ae-29199e25ca2f · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.497756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.473480Z digest=sha256:fdb412af6857f25845375e0d36324e9bc6a345d0cda57183f2ad63c37434cd2c

Observation 2e6967c8-66be-4db7-a725-0f93e0d03706 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.477728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.477728Z digest=sha256:f47590ab3514a52ba90cadcf6165e738e235fd65b99616c1771802db9a8dad57

Observation 6029c14d-419d-4714-8fab-5846689732c6 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.479766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.482061Z digest=sha256:e84dea5a4fbed773bdea4ea33aa4e08f30826d20025f62540d9199610f32d9e4

Observation d308b056-e60a-4688-beb0-e82de0494917 · outbound

This paper cites On the Optimality of Perturbations in Stochastic and Adversarial Multi-armed Bandit Problems.

Accelerated learning from recommender systems using multi-armed bandit On the Optimality of Perturbations in Stochastic and Adversarial Multi-armed Bandit Problems

Reference 40

Resolution
verified exact
local_arxiv, observed 2026-08-14T12:58:11.072063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.486453Z digest=sha256:7a7b895bc48aa7367859ad61596352020ef4f2ad2e9a133994551d526087cdd1

Observation da43aab4-ff9b-4edb-95ae-09262780cc51 · outbound

This paper cites Nakagawa H.

Accelerated learning from recommender systems using multi-armed bandit Nakagawa H

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:58:11.469296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.491170Z digest=sha256:6a089e36c366dbdb70e5354892e780c7df783d669812965da3f76af5ac6100d1

Observation 256d99c0-72d3-49bd-a459-1d53dd50077b · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.457963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.495448Z digest=sha256:edc63e29f0c802b7cb73cac8307558c8b48aedb32cba95cc06b666e814b5708c

Observation b6fd56ab-8201-4c4e-b1e2-71c2c7125a4e · outbound

This paper cites Perturbed-History Exploration in Stochastic Multi-Armed Bandits.

Accelerated learning from recommender systems using multi-armed bandit Perturbed-History Exploration in Stochastic Multi-Armed Bandits

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.499532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.499532Z digest=sha256:e9a42f1631f49afc43452aadf7b49121382d1280a671a113484f41e4479d39d4

Observation e4c43df8-1e13-4e18-81f4-7806272d4427 · outbound

This paper cites Sparse Stochastic Bandits.

Accelerated learning from recommender systems using multi-armed bandit Sparse Stochastic Bandits

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.503854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.503854Z digest=sha256:907fff4566c8f8d06dcdf1a93d063319f3226a6c8b41830765595f4232758b5a

Observation 0b10026b-1927-491e-834e-99fc547aeb97 · outbound

This paper cites Optimally Confident UCB: Improved Regret for Finite-Armed Bandits.

Accelerated learning from recommender systems using multi-armed bandit Optimally Confident UCB: Improved Regret for Finite-Armed Bandits

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-08-14T12:58:11.029235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.508386Z digest=sha256:2a7d17ccae954d77556efc8837e2d6fdaa37993ab58b622c21dad88e7caca075

Observation 461c5b44-5dd9-4a0a-bc2e-09c2cfa2a7fb · outbound

This paper cites Regret Analysis of the Anytime Optimally Confident UCB Algorithm.

Accelerated learning from recommender systems using multi-armed bandit Regret Analysis of the Anytime Optimally Confident UCB Algorithm

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-08-14T12:58:11.013015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.513353Z digest=sha256:85aff346b5cf36f062496efc1931c5e0781fd63493c4c8225ff5c599f2b88930

Observation 4b04920d-a446-4908-b01c-9e8d997b0c59 · outbound

This paper cites Direct Optimization of Ranking Measures.

Accelerated learning from recommender systems using multi-armed bandit Direct Optimization of Ranking Measures

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-08-14T12:58:10.993900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.518710Z digest=sha256:8beaaff0981713758eeaa4cb795c79f05681b9d3a990199d23581f7a0e073700

Observation 9e580260-ec0e-4405-bea6-73ddbaba1fa2 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.446416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.523192Z digest=sha256:fa29e57c65437a26f7a4fa0be79161da2a758f7d84e28216fb5bd1f04758e1b1

Observation 75594cbd-4b4b-43b9-a502-987d1e311105 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.527135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.527135Z digest=sha256:51c97d63941e6be641717fdf005f38d412e9eb2beb78b1260183bd617b2da706

Observation 7a8edfc2-4c2b-47f9-8f30-cfe9384aded2 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.428726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.530956Z digest=sha256:3a8f5657a85f763a5cf39e8e2c1dfb25daaac9f8a58ac39adbe23dbbbe8cb8ac

Observation 44269619-4f85-426c-832f-2876df6c99e4 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.418737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.535144Z digest=sha256:334bca3a2218f3f10910fa53b7e5551940c92e339339da8c50b632d22267bff7

Observation b216a22f-065e-4b03-ae6c-5bcbc11bc3a6 · outbound

This paper cites UCBoost: A Boosting Approach to Tame Complexity and Optimality for Stochastic Bandits.

Accelerated learning from recommender systems using multi-armed bandit UCBoost: A Boosting Approach to Tame Complexity and Optimality for Stochastic Bandits

Reference 52

Resolution
verified exact
local_arxiv, observed 2026-08-14T12:58:10.971843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.539292Z digest=sha256:27a020ae21c6a7531a5a2236e839bcc9fd82d77f979d1314cc789ae269431cc9

Observation 6a6a0ea8-3b71-4212-a9b5-c593bda1cf53 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.408458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.543637Z digest=sha256:75bcb120f3596cd1a66e0d5c6ff75635703f581036be49ab9c8f4466a5966de3

Observation 4c9742a6-9c27-48ee-8eff-83f7292aabd7 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.398465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.547563Z digest=sha256:85491ad64db9536d4911da875d80a32351127a7d9662392224610e7822fb8402

Observation 4be96a48-523b-43d8-9306-563f668ececa · outbound

This paper cites Multiplayer bandits without observing collision information.

Accelerated learning from recommender systems using multi-armed bandit Multiplayer bandits without observing collision information

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-08-14T12:58:10.955198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.551434Z digest=sha256:8687ecafe9dc6bc0551f3a58e79bd59fca64332da28b7ac70c04883f80c372ca

Observation bd9b4953-fd66-488b-b9ba-bc555e57ddb0 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.387613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.556124Z digest=sha256:ee47e333896a6b9800c70ca575872596830ae4d5cd61239d379120ce0e7e10e8

Observation 755d5409-a726-46be-8b18-3c98da11bd36 · outbound

This paper cites Bandit-Based Model Selection for Deformable Object Manipulation.

Accelerated learning from recommender systems using multi-armed bandit Bandit-Based Model Selection for Deformable Object Manipulation

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.561207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.561207Z digest=sha256:b0c4a4df64f0515cfec977d54e4fd4087331391b24ee0ea62fa86b5fe15014f4

Observation 1c3bd982-b3b5-487d-86ae-80b62c4be1f7 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.376373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.566333Z digest=sha256:b73fba7993d4fee9d0d7a90e78ad46d589aa76e1297239876dac5b6d919e1a40

Observation 873c4a56-9320-436e-8f90-89fcad190b2a · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.365279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.571968Z digest=sha256:c5f08514b17c57c209950b61acb0f41e3ce51dd3ae6e2a7a3409c21cfd62f124

Observation 95d846f9-0824-4e4b-9efe-0c1dbee75371 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.580531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.580531Z digest=sha256:1c223629385a4ac8c56ab65d30f212f60c46dbb433aa79c42ecc22d29d9abba9

Observation ff809624-73ad-4df9-b0f1-a5f7fad2978d · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.347417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.584817Z digest=sha256:78d406cbf45a23898af10b5d04e0a2918e2cd36297d388af69f8f9760d25a0be

Observation 26799f95-8b40-48e5-8990-18ccac80b120 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.336646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.589425Z digest=sha256:4a1d76376bab2f9fd7a979b3ba0d578146a947eb21a44ebdeb756ebe11fd1336

Observation 632df4bb-7132-404e-88eb-95fcaa4b381c · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.593394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.593394Z digest=sha256:df7154db8a62d9999bf72dfe8ffd1b3733fc6465ebb30fb03bad156212a9ed40

Observation da0db73e-4273-4a5d-9634-3adc46fe3e2c · outbound

This paper cites Off-line vs. On-line Evaluation of Recommender Systems in Small E-commerce.

Accelerated learning from recommender systems using multi-armed bandit Off-line vs. On-line Evaluation of Recommender Systems in Small E-commerce

Reference 64

Resolution
verified exact
local_arxiv, observed 2026-08-14T12:58:10.910406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.597931Z digest=sha256:5ddebc6776456b059481ee0ff9c731dc7c917ea0900509452db3c64a088981e1

Observation b8838379-4146-4767-992b-a3435347156a · outbound

This paper cites Taming Non-stationary Bandits: A Bayesian Approach.

Accelerated learning from recommender systems using multi-armed bandit Taming Non-stationary Bandits: A Bayesian Approach

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.602490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.602490Z digest=sha256:953c423ffc2a340bdd93a06242a3e99baad83699f1a1085309c3ee24f2453c52

Observation b2593d22-4bf2-4bad-8512-477e44074595 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.317034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.607066Z digest=sha256:a9d223f784075015affbdef53eb29b110328ef579060a3e19835c556e2f4019d

Observation 2133227c-3fb2-46bf-b2db-3a4fdef4b991 · outbound

This paper cites On the Difficulty of Evaluating Baselines: A Study on Recommender Systems.

Accelerated learning from recommender systems using multi-armed bandit On the Difficulty of Evaluating Baselines: A Study on Recommender Systems

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.611039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.611039Z digest=sha256:104a0f5a7674aeca7527081e973670cf1a1967eaae28f5c1d82cd29d0ee6c321

Observation f1f4b68c-3cae-4572-b91e-72ff3ba2e28e · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.305181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.615363Z digest=sha256:508ca8a0cdc0f645c6c44e95e6ec6ee31ff875f1d2f3282ba7c2849cc53373df

Observation 63bf1b85-3d7d-44d0-9d79-48e2a8c8e481 · outbound

This paper cites Normalized Online Learning.

Accelerated learning from recommender systems using multi-armed bandit Normalized Online Learning

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.619849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.619849Z digest=sha256:34dbb3e11506ef5256d914d837b713596ae085e197d75155724696ff85c3dc17

Observation 035af544-2c19-439d-8a20-af8d58cd84c6 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.292175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.626674Z digest=sha256:c3562703ca826798f8f9f86e0e321f6bf9c2c605a1603867f265e78e94389387

Observation 4fa9a37c-a5ae-46eb-a595-294668ffe12d · outbound

This paper cites An Improved Parametrization and Analysis of the EXP3++ Algorithm for Stochastic and Adversarial Bandits.

Accelerated learning from recommender systems using multi-armed bandit An Improved Parametrization and Analysis of the EXP3++ Algorithm for Stochastic and Adversarial Bandits

Reference 71

Resolution
verified exact
local_arxiv, observed 2026-08-14T12:58:10.849690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.632132Z digest=sha256:8922ea92729951dca592440d67c771eee4c9ebf6cc74dc1d6f482713d6847281

Observation 9361d072-87bc-42bc-b58d-8af3133c3a43 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.278523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.636776Z digest=sha256:b1f4a091add1ecddaa82e9076ee7e75d3d31bc071490176033e27b59e33a4bf4

Observation d0ba269a-745d-4453-bbe3-8719691446d1 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.267073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.642176Z digest=sha256:47738429578232dac505fa31640281af170decf6de9b00f2431d4cd6b71ad337

Observation a7ec3c55-7f96-4ed1-82c8-af44aa63f9f1 · outbound

This paper cites Learning to Use Learners' Advice.

Accelerated learning from recommender systems using multi-armed bandit Learning to Use Learners' Advice

Reference 74

Resolution
verified exact
local_arxiv, observed 2026-08-14T12:58:10.831140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.647170Z digest=sha256:b3b3441d7dec470ec7734f1c0268c83b7e6e3a01da99fe707219abb8b4164213

Observation 084d940e-263a-4e03-b9d4-618adc8ac6a8 · outbound

This paper cites On Search Engine Evaluation Metrics.

Accelerated learning from recommender systems using multi-armed bandit On Search Engine Evaluation Metrics

Reference 75

Resolution
verified exact
local_arxiv, observed 2026-08-14T12:58:10.813867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.651913Z digest=sha256:b44c989fd527829c563f1dedf7227ee02a2f1b34be4d8e9729a35a7ac01a8aac

Observation 13776622-4b82-4323-9e6e-1fe5e191ddd7 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.656919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.656919Z digest=sha256:c947236dd89ecc918b851ea3711fcc173e865113ea1038ba9f148053efedfb0b

Observation d5ca3b17-857e-4638-aed6-9678a85e9512 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.247319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation fa599748-418f-4c35-99a2-7374d25050d8 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 78

Resolution
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raw_fallback, observed 2026-08-14T12:58:11.236271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation c346406b-b24b-4048-bd60-c8991b875f47 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.223109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 5ae5a7e7-8360-4b46-9439-ac9d397dacb1 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.211514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 16fc02b2-9cef-4934-8346-3392903146c4 · outbound

This paper cites A Survey on Session-based Recommender Systems.

Accelerated learning from recommender systems using multi-armed bandit A Survey on Session-based Recommender Systems

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.678430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.678430Z digest=sha256:261f8f3e0abb62b0c5ebebc3cfb41dbe1016346bd8d25c1d6bdc67cd15d81c25

Observation 4d7d267b-2db3-4bbb-b8e1-8de8ce4d83f3 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.197173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 294c78f2-be80-4642-a75d-000b40b10e18 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.182182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.687697Z digest=sha256:d478fb4e2fe22366217e45207188136ac627e991960605ac42148ee147b2472c

Observation 0a67458f-6dcf-4933-8f42-e73ea8601d1e · outbound

This paper cites Session-based Recommendation with Graph Neural Networks.

Accelerated learning from recommender systems using multi-armed bandit Session-based Recommendation with Graph Neural Networks

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.693416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.693416Z digest=sha256:71d6cb121b27035725a7ef9c76ecad51c013eaeb70f404610911a954b4647d04

Observation 71ba6c24-819e-45e5-bc0c-071b484f0c62 · outbound

This paper cites an unresolved cited work.

Accelerated learning from recommender systems using multi-armed bandit Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-08-14T12:58:11.169436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.698388Z digest=sha256:79b3331a902d655f14ae364c87554b9d2767c5297388fe5ad382ea3a1764315f

Observation 2f9ef6bb-9d95-4a9d-802b-43bfb219cd0a · outbound

This paper cites Tsallis-INF: An Optimal Algorithm for Stochastic and Adversarial Bandits.

Accelerated learning from recommender systems using multi-armed bandit Tsallis-INF: An Optimal Algorithm for Stochastic and Adversarial Bandits

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.702721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.702721Z digest=sha256:d11ca260255c10dffdb798bc3bd03e965a5933a4f53532ad429fd62c7dc00781

Observation 703a22f1-62af-4d92-b651-479145bc1485 · outbound

This paper cites InProceedings of the international workshop on reproducibility and replication in recommender systems evaluation.

Accelerated learning from recommender systems using multi-armed bandit InProceedings of the international workshop on reproducibility and replication in recommender systems evaluation

Reference 2013

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.337450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.337450Z digest=sha256:1c8b8b84d77c27ab9d64dea9c06f6a81774a7ee03d3afe6b54d81e099d2cd116

Observation 51afb35d-1e0c-4501-aff2-ae610a2023f3 · outbound

This paper cites In Proceedings of the 1st workshop on deep learning for recommender systems.

Accelerated learning from recommender systems using multi-armed bandit In Proceedings of the 1st workshop on deep learning for recommender systems

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-08-14T12:58:10.399503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T12:58:10.399503Z digest=sha256:41d007c6e7f37431e5d1d5a950f431c104a9a89c579b53f96a461dee4b7bcd45

Observation 7d482a32-f08e-497f-ac04-440470b96726 · outbound

This paper cites In Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.

Accelerated learning from recommender systems using multi-armed bandit In Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining

Reference 2017

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T12:58:11.509550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.468980Z digest=sha256:e6a149a8272388c6303db7ea698c36dc937c88fd34ff6e40b3243e893198703c

Observation e1348669-2278-4e15-a8a7-451e00acb882 · outbound

This paper cites A Simple Deep Personalized Recommendation System.

Accelerated learning from recommender systems using multi-armed bandit A Simple Deep Personalized Recommendation System

Reference 2019

Resolution
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local_arxiv, observed 2026-08-14T12:58:10.926947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T12:58:10.576164Z digest=sha256:a94c55b56a355c82e4c22ff537bd8c0caae6399f2d86576927a88940a76f6dfc

Pith citing papers

Observation a47198e2-a32f-4ef1-9011-26623dd1d837 · inbound

The Bandit's Blind Spot: The Critical Role of User State Representation in Recommender Systems cites this paper.

The Bandit's Blind Spot: The Critical Role of User State Representation in Recommender Systems Accelerated learning from recommender systems using multi-armed bandit

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-05-09T03:45:06.057153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-07T12:39:22.493228Z digest=sha256:cf116adaeec27da3c6ee5243279e2c06ac62782b4d255de57debd8db88e17576