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Paper Citation Record · LEDGER

Optimal Multi-Objective Best Arm Identification with Fixed Confidence

As of 12 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 1 inbound Pith citation observation for arXiv:2501.13607.

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

pith.paper-citation-record.v1
2501.13607 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T15:57:47.929804Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:48:21.821286Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T14:48:24.082396Z

Reference resolution

14 of 14 outbound references displayed

  • verified exact0
  • verified fuzzy5
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation afceaec6-d9d6-4588-a4f0-47ad122221b4 · outbound

This paper cites and Tekin, C.

Optimal Multi-Objective Best Arm Identification with Fixed Confidence and Tekin, C

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:57:48.188962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T15:57:47.863055Z digest=sha256:9416c28e4fa35d7ad5f34de61d1cc733d34215921426852bfbd29a23120abbc1

Observation 5a2d38b1-1aec-484a-9d74-82e7c50c5c70 · outbound

This paper cites an unresolved cited work.

Optimal Multi-Objective Best Arm Identification with Fixed Confidence Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:57:48.155606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T15:57:47.879735Z digest=sha256:5cf2a85af174c7a08c6e0f0fd2bad66206ea35f7a109a9f2deeb156526b2c074

Observation 8d434a1a-3881-45b2-a369-24fd86c3471c · outbound

This paper cites an unresolved cited work.

Optimal Multi-Objective Best Arm Identification with Fixed Confidence Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:57:48.089400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T15:57:47.901374Z digest=sha256:5eda0b0d56df05bd62167ad27f38889c9c9c0cc059e113eb9b786ca38724dfb7

Observation ae5d242d-5f61-479e-9288-3078edb80e4f · outbound

This paper cites In particular, we set αt = p 2 ln (4M Kt2/δ) /t in Algorithm 3 of Even-Dar et al.

Optimal Multi-Objective Best Arm Identification with Fixed Confidence In particular, we set αt = p 2 ln (4M Kt2/δ) /t in Algorithm 3 of Even-Dar et al

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:57:48.072661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T15:57:47.906225Z digest=sha256:82ff3d8eea995925925a0ea04944587d71d6667e421b741adecb76b9752b09c9

Observation 104f9cbd-74b9-4836-a86d-aa2f86e19862 · outbound

This paper cites an unresolved cited work.

Optimal Multi-Objective Best Arm Identification with Fixed Confidence Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:57:48.121797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T15:57:47.889904Z digest=sha256:57569db799a5259ae3742bf16cffc1ff13838b89e0db230726bb24d55270fc96

Observation d230cefb-3a2d-40bd-9cd1-d05256b17857 · outbound

This paper cites an unresolved cited work.

Optimal Multi-Objective Best Arm Identification with Fixed Confidence Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:57:48.105839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T15:57:47.895429Z digest=sha256:82ffb72e28b11ccc88538b887afcc0c05174aa646df7a8b21f257cb5beddd25e

Observation 078e6746-a9c7-4048-ae8c-6d99798665e2 · outbound

This paper cites For pairs (i, m) where i = m, µi,m is uniformly selected from [1.2, 2].

Optimal Multi-Objective Best Arm Identification with Fixed Confidence For pairs (i, m) where i = m, µi,m is uniformly selected from [1.2, 2]

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:57:48.171318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T15:57:47.874541Z digest=sha256:8a5f1cf503f3b3a5cd5d4c3c28ffbb4cd2fcb045208a85e24d8cb95d1203c6e8

Observation 825b8272-7894-4419-8ba1-cf0379d317b1 · outbound

This paper cites an unresolved cited work.

Optimal Multi-Objective Best Arm Identification with Fixed Confidence Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:57:48.054815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T15:57:47.910865Z digest=sha256:4f4425fc7fb04c7f5a22439859309c8c4a3a5eef2a60477026147329149effda

Observation dbf09912-02f9-4ffc-8f99-82bbefe2ef6e · outbound

This paper cites an unresolved cited work.

Optimal Multi-Objective Best Arm Identification with Fixed Confidence Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:57:48.021385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T15:57:47.920252Z digest=sha256:74bece10b1d255b45a6aa4767391eb3677d2f36dd7c2d61203e27af150b7fc4b

Observation 5fc1ce69-7f72-48e9-8e3a-fe5fef2e679f · outbound

This paper cites an unresolved cited work.

Optimal Multi-Objective Best Arm Identification with Fixed Confidence Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:57:47.985274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T15:57:47.929804Z digest=sha256:6c80db95dccff5455f03cd43130c040306e18d9a63f7cd92f348717923c6822e

Observation e56532ab-f020-4ef5-b085-58658c4ba373 · outbound

This paper cites an unresolved cited work.

Optimal Multi-Objective Best Arm Identification with Fixed Confidence Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:57:48.138745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T15:57:47.884912Z digest=sha256:a3b84cff610dfec5efe6843d41b0a0c1f4998d05e38f6824d7a9de0e94c73fca

Observation ff3ba5b6-be80-47f2-97d3-f727572c590a · outbound

This paper cites Learning the Pareto Front Using Bootstrapped Observation Samples.

Optimal Multi-Objective Best Arm Identification with Fixed Confidence Learning the Pareto Front Using Bootstrapped Observation Samples

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-10T15:57:47.868824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:57:47.868824Z digest=sha256:4e33396d35a69be3c3b6e2a3d6f67586088feda11c6acb151159642119bbedd1

Observation 67478680-6193-4bdc-aaad-fa1e6e1bb73f · outbound

This paper cites 20 OPTIMAL MULTI-OBJECTIVE BEST ARM IDENTIFICATION WITH FIXED CONFIDENCE Definition F.1 (Curvature).

Optimal Multi-Objective Best Arm Identification with Fixed Confidence 20 OPTIMAL MULTI-OBJECTIVE BEST ARM IDENTIFICATION WITH FIXED CONFIDENCE Definition F.1 (Curvature)

Reference 2013

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:57:48.004820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T15:57:47.925358Z digest=sha256:ae62aa3f726a88ac96b9f656e60e03b3fb2c950959a0e8f55b503c08d9dc5a99

Observation 192ce8b5-e916-456a-ad78-4924448528f0 · outbound

This paper cites Consequently, under this definition, the best arm for each objective (as defined in our paper) is inherently Pareto optimal.

Optimal Multi-Objective Best Arm Identification with Fixed Confidence Consequently, under this definition, the best arm for each objective (as defined in our paper) is inherently Pareto optimal

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:57:48.038594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T15:57:47.915557Z digest=sha256:59223c9952579f879a30ba1416e3370a7af33b364c6e0f888355d59796d9043c

Pith citing papers

Observation 752726a6-8e72-4585-a604-ec9af2b839c3 · inbound

Best Group Identification in Multi-Objective Bandits cites this paper.

Best Group Identification in Multi-Objective Bandits Optimal Multi-Objective Best Arm Identification with Fixed Confidence

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:48:24.177926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-07T14:48:21.821286Z digest=sha256:c6f9de26e92a3cc57b39bed0625b75a24802717051955911fa435c75ee0fdc5b