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Paper Citation Record · LEDGER

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint

As of 10 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2502.05599.

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

pith.paper-citation-record.v1
2502.05599 v2

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T18:51:12.786224Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

41 of 41 outbound references displayed

  • verified exact3
  • verified fuzzy24
  • unresolved13
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 72414ea3-28b1-416e-912b-937f4a3020fb · outbound

This paper cites an unresolved cited work.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-08T18:51:13.342221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.626423Z digest=sha256:76ea7f9162cc55f74b5238ab790b537eaa6e1447e972e2e85bd3cf8255ac6812

Observation bc119ad4-f902-45e6-a15e-63b7244ba734 · outbound

This paper cites Aggarwal, A.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Aggarwal, A

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.331632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.630086Z digest=sha256:e7891fa48b458217fdc1af6341f1e5281ed9d6f47149b23ef7ebf40438d204ad

Observation 0ff45229-5aeb-402a-ab08-e775bb2755b6 · outbound

This paper cites Non-quasi-linear Agents in Quasi-linear Mechanisms.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Non-quasi-linear Agents in Quasi-linear Mechanisms

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-08T18:51:12.632837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:51:12.632837Z digest=sha256:0b1156b4d8d3af20798e92c144571c1d55b648af6f715e2db65526491a99c349

Observation 0df6b103-fb24-48a0-a2f5-fc9ca29c2e30 · outbound

This paper cites Golrezaei, I.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Golrezaei, I

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.321375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.636344Z digest=sha256:2018801a23cf746e9359f8e10686f5d187b2f01f96163e03ea63a1477f9aefc9

Observation 3c1abcfe-5e48-43e4-8e5b-8799fccb6c62 · outbound

This paper cites an unresolved cited work.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-08T18:51:13.311654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.640836Z digest=sha256:16cd844fcc74bdba8395fb95b3f00e6b709e6bcb838f557b3855d72acd0aa624

Observation a03b02e5-fa5b-40eb-979f-c1e93f033630 · outbound

This paper cites Balseiro, Y.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Balseiro, Y

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.301552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.644792Z digest=sha256:bf4256ff6643abdfc07a22608d871b1d4b8f95c6a922520de2c46ded1d722a4c

Observation 3c0c039c-ea88-455d-8bf1-ec0bde1b8e25 · outbound

This paper cites an unresolved cited work.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-08T18:51:13.290839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.648998Z digest=sha256:e5a74b05b7638539fbc2733a92da5d28b145f60c75414d1daf434eaf6b9c3e53

Observation 7770f13c-ce3f-4f02-8aaf-76eda4b42759 · outbound

This paper cites an unresolved cited work.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-08T18:51:13.280599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.652975Z digest=sha256:1eaf80360e4c09a45a121cf55548a6cdf5ddb1c86da99be589c67b10cb08ea3a

Observation 23a41cfc-1d3d-4029-a33a-1b783be42592 · outbound

This paper cites Castiglioni, A.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Castiglioni, A

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.269273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.657033Z digest=sha256:846f7751db7a366bc93ce503eaed40a792accf76ede05d20b9f5d0c0c9048f7f

Observation 4235add0-89c0-4e86-b147-68bc86b2509d · outbound

This paper cites Learning to Price against a Budget and ROI Constrained Buyer.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Learning to Price against a Budget and ROI Constrained Buyer

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-08T18:51:12.661093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:51:12.661093Z digest=sha256:83e785937b076d9271bd18d6e0f00d4d99d1bcf205726d32f608798bba94c97c

Observation 319fb2fa-5452-4181-aaca-5c9aad776d06 · outbound

This paper cites Balseiro, H.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Balseiro, H

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.258917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.665653Z digest=sha256:846349b7f830bf4f0e36dcd7db6f365a8697b53805ec996298c25060796bd92c

Observation b585fc0d-631a-4091-bd5e-ee4635332fe6 · outbound

This paper cites Borgs, J.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Borgs, J

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.248362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.669844Z digest=sha256:2df0ec239551c33f4f1d4cf6b8e56ca9d7fcbc1d439ea3a0400346475382f765

Observation b51354f4-cbe7-48c0-90bc-bf218a2302b9 · outbound

This paper cites an unresolved cited work.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-08T18:51:13.236627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.674142Z digest=sha256:556ca30df5c7a5fe88d68c2383644e9217cdec3dc771b5885b64c85921f46007

Observation ee52df78-3e3f-4c8b-a809-fa23757e194e · outbound

This paper cites Lucier, S.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Lucier, S

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.225993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.678205Z digest=sha256:dd9aa2db1233ec36784d994d827f20b1ae6f30612a5c55a8b283054faf824948

Observation 464dea7f-41c4-44bb-8fdb-2691c5ee01dc · outbound

This paper cites Mannor, J.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Mannor, J

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.215350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.682219Z digest=sha256:b23675465a1cef527addaf30cd35d4d3de46ca3f503ead02bb03bc68cd285ae2

Observation 4c0707ac-fa18-4658-8f23-fb8f7ec7b6ec · outbound

This paper cites Mahdavi, T.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Mahdavi, T

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.205252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.686260Z digest=sha256:70d4d5125987994c00efd56fa37e3eb6c462579d4abe6a22c4c8a85b127c17e0

Observation b0f20f5a-5bfb-4785-9f31-0c4c515bc314 · outbound

This paper cites an unresolved cited work.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-08T18:51:13.195939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.690152Z digest=sha256:a697c9d1fcd02572b0e1e32832af7b0e1f37e65427c8e171a45c50ff6295deb4

Observation b91521ea-f372-4712-8dec-259dcc14114c · outbound

This paper cites Badanidiyuru, R.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Badanidiyuru, R

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.186671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.693631Z digest=sha256:f822b984af20774ef42c930386236aa54d3980b98e8202cc9e47ea6c266a8ab0

Observation 9ca3397a-b886-4b7b-913f-fd9e7052a6b2 · outbound

This paper cites A Low Complexity Algorithm with $O(\sqrt{T})$ Regret and $O(1)$ Constraint Violations for Online Convex Optimization with Long Term Constraints.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint A Low Complexity Algorithm with $O(\sqrt{T})$ Regret and $O(1)$ Constraint Violations for Online Convex Optimization with Long Term Constraints

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-08-08T18:51:12.968483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.696817Z digest=sha256:6df332427cc97bd7b74a9e035747cf219306ee73411c67a28d4966cd2b961163

Observation ccb063fd-05ee-4ab2-b652-0170bb2f6d7d · outbound

This paper cites an unresolved cited work.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-08T18:51:13.177785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.700106Z digest=sha256:ba06d821a9b233f4a5456a2763b1257db09e7cf1790b507527ff68732d5fa6d3

Observation c9478aca-4de9-44ea-a123-6fa7c9863918 · outbound

This paper cites Optimal Algorithms for Online Convex Optimization with Adversarial Constraints.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Optimal Algorithms for Online Convex Optimization with Adversarial Constraints

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-08T18:51:12.703340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:51:12.703340Z digest=sha256:b58e39c0c84d90f640a1186a3f91fefc9db2bb4c9a073d8da9b4f1ded443e639

Observation f305ee1b-e074-4228-b95b-dd9e73e1db9d · outbound

This paper cites Agrawal, N.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Agrawal, N

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.166730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.707773Z digest=sha256:0ac74079ac221244621010353d4fe7c6c2b4552d5889c9f4177283a05daf4a87

Observation 04090198-1968-4de2-81d8-69bf8e9a522b · outbound

This paper cites Unifying the stochastic and the adversarial Bandits with Knapsack.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Unifying the stochastic and the adversarial Bandits with Knapsack

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-08-08T18:51:12.940175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.712455Z digest=sha256:5c78990c748bc66087be1237464ac2af4f8478160b25c73adcd00f588b6a501f

Observation d7e88f2b-4b35-44dd-9e00-5484946306e2 · outbound

This paper cites Immorlica, K.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Immorlica, K

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.154775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.716945Z digest=sha256:ea730f8b7055665c7cd9d4bb9f5e7d8b561d1711d881209f6fd785d542f9f934

Observation c14040ab-eedb-4403-a021-44c78dd0af30 · outbound

This paper cites Rivera Cardoso, H.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Rivera Cardoso, H

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.143639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.721290Z digest=sha256:3c236773325a0349302d72677db1926279e667f11fdd75f684d49cbd7d67be76

Observation 2d78dd26-eaaa-43c4-ab4c-051961ba0b2e · outbound

This paper cites Vaze, Online Algorithms, Cambridge University Press, 2023.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Vaze, Online Algorithms, Cambridge University Press, 2023

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.132489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.725476Z digest=sha256:19cd82906853d1d2f03521cb8e8fda49d78dbc8995557914a99acfe1f79ee6e9

Observation 014906c9-2a1a-424f-aacb-b6d44924ecd3 · outbound

This paper cites Disser, M.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Disser, M

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.121101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.730026Z digest=sha256:a7378112e27fc22ff656c6cf7470b7e987e8823a6b6d72df7dc713a3457adbc8

Observation fe42c7e1-4eaa-457b-a74c-13e68bcbbfa6 · outbound

This paper cites Talluri, G.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Talluri, G

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.110586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.734025Z digest=sha256:6404d2b0f062ecc5c7fb53ea9115788cb2c3fa939e98eb3136bddeea0577d983

Observation 50939ca5-af5e-48a6-9ffd-d62d6e5cd249 · outbound

This paper cites Online Inventory Management with Application to Energy Procurement in Data Centers.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Online Inventory Management with Application to Energy Procurement in Data Centers

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-08-08T18:51:12.923248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.738863Z digest=sha256:29466ae06c1bee5bbfbb21867864de3ebff8401bd62eadea148f9609c282beab

Observation bd388d0c-aa70-477f-92ce-512cdbbadc01 · outbound

This paper cites an unresolved cited work.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-08T18:51:12.743157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:51:12.743157Z digest=sha256:6b492fea598576aa2fa6d841be07fb71291cd079508bb65388132cc92258018f

Observation c987851c-0948-4c91-b4eb-7c22253c63d2 · outbound

This paper cites an unresolved cited work.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-08T18:51:13.093101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.747207Z digest=sha256:c7ff7b9b2440c0f1b65307051b6d9ed44a9e12ab8588ba4cd7142c185824becb

Observation 1fc7e2a7-9e63-42c8-9c52-7f02a7f717af · outbound

This paper cites Srivastava, C.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Srivastava, C

Reference 32

Resolution
metadata mismatch
raw_fallback, observed 2026-08-08T18:51:12.905634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.751378Z digest=sha256:33b4d89b449ea272dad6b05546e1e7df2df9d3d33286ab0a9cf2ca006693051b

Observation 1ac5492c-ceba-4c5d-9175-cdc3a78d3104 · outbound

This paper cites Lattimore, C.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Lattimore, C

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.082197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.755484Z digest=sha256:d9dd58c8f85e3d5445c981de86e977c3c92b03148105573d15e4b4533ad0383e

Observation 4d1eead2-edbb-4732-98f0-407305295aa4 · outbound

This paper cites Feller, An introduction to probability theory and its applications, V olumes 1-3, V ol.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Feller, An introduction to probability theory and its applications, V olumes 1-3, V ol

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.071157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.759106Z digest=sha256:0ed105d2157878369096196e203bc9fbbfbb948386f824ec26ea1de421e3cad6

Observation 3b2a7e41-c608-4db7-b676-ff274ad4e3cd · outbound

This paper cites an unresolved cited work.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-08T18:51:13.060566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.762859Z digest=sha256:b8779ccbdc2615a9df3aba97b49e8a71eaddf21d56c28ca363926a1de74409fa

Observation 872be606-eac5-4a1b-8074-43b518788134 · outbound

This paper cites The allocation functions are xθt t (of type (5)) where θt are distributed as follows.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint The allocation functions are xθt t (of type (5)) where θt are distributed as follows

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.049251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.766288Z digest=sha256:efdc14d4eb60de4a8b911b21fcaa0b1634636615f64257e33a77edee1737ec66

Observation a11712e0-278a-42a2-a80a-4d481faa8713 · outbound

This paper cites Then g⋆ 3 = 0.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Then g⋆ 3 = 0

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.037388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.769327Z digest=sha256:082d565833ae49e9266ae8f17a95161e5c084292ef885975f58204dac8fd9d1e

Observation 3b33d50d-8303-4dd2-a6ad-105664033e53 · outbound

This paper cites Similarly let Input 2: vt = 1 2 ∀ t, and allocation functions are xθt t (5), where θt takes the same four values as in Input 1, A, B, C, D, but with perturbed probabilities.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Similarly let Input 2: vt = 1 2 ∀ t, and allocation functions are xθt t (5), where θt takes the same four values as in Input 1, A, B, C, D, but with perturbed probabilities

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.028359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.772805Z digest=sha256:02c8e66d4a5016c53d1b2008dc23ff739be830413a8391cde45b37cdb1f8eecc

Observation 77f74cc4-13ef-4267-b6da-3b31013129ff · outbound

This paper cites well-behaved.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint well-behaved

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.018603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.777367Z digest=sha256:abfc4ed251f282b0c906402e48c3aaa420264d602f812399a34b127a124924db

Observation 761ac7d5-ceb1-458b-83f5-99ad72865c20 · outbound

This paper cites Let the statement be false, and in particular in the optimal solution q there exists a k′ (in order) for which qk′ < 1 but qk′+1 > 0.

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint Let the statement be false, and in particular in the optimal solution q there exists a k′ (in order) for which qk′ < 1 but qk′+1 > 0

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:13.009452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.781912Z digest=sha256:23897c7800247a66f9d702cc2efe7549083f3ebf4e407e4b222e42c7c27e0aff

Observation 17beb5a7-0f2a-4be7-894f-63e0c5b1e3d4 · outbound

This paper cites random variables that are estimated using sample mean estimator 1 n Pn i=1 Xi, from Chernoff bound, we have P 1 n Pn i=1 Xi − E{X1} > ϵ ≤ exp−(2nϵ2).

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint random variables that are estimated using sample mean estimator 1 n Pn i=1 Xi, from Chernoff bound, we have P 1 n Pn i=1 Xi − E{X1} > ϵ ≤ exp−(2nϵ2)

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T18:51:12.999012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-08T18:51:12.786224Z digest=sha256:c32e08aab8935c33774965419f3c34df3667f6a357c73512816879c245cf145c

Pith citing papers

No inbound Pith citation observations are available.