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Paper Citation Record · LEDGER

Optimal Multi-Objective Best Arm Identification with Fixed Confidence

As of 15 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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:57:47.863055Z digest=sha256:db352611f36ccd5c0a0f9c9dd94a56a50835449628b59e9525e309eab7e31130

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:57:47.879735Z digest=sha256:dedc1e2d888c9e7d3bcd4d22b953617ac5297f20d9623a245b1de5aaf324d039

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:57:47.901374Z digest=sha256:1451f343e0ae33bc7bcccf0886f101bdd32c507b8fea87af7e040a0d4937632c

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:57:47.906225Z digest=sha256:648879508848fde718a0e694f8ded0fe7e544e045523686b1503fd2c7578940f

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:57:47.889904Z digest=sha256:de17511b5473a786ecbf5b2eeb4591b16108140c98b4f95aedb3a8e9a25dba1d

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:57:47.895429Z digest=sha256:a281b5a81151f4f7c4896f7ec77b1c4296a93caa7d85753e41804c18d2731d32

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:57:47.874541Z digest=sha256:df4893128042bfdfc5852fca743c0e585a694e696b3c85a0063806964d40d5a8

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:57:47.910865Z digest=sha256:85fb20e96067b805bf58d91b3a1f3bd93cfc32a562e652b7632580de09c7e2eb

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:57:47.920252Z digest=sha256:fa2d1e8a05b26d3482c888ad5a7aba916969218ea36d11cafb08aeee9cf05cf6

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:57:47.929804Z digest=sha256:b7afc584a7c871c1edadfa15b883916c4bb6e2842902dd5f341dce1f2a99d22e

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:57:47.884912Z digest=sha256:c686c5eda254d644333affa75ee6a9b9235fc9735deaad73ca7e1a7766858224

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=sha256:12c5b9d5412f86eb58a63e48631f595fe23f8c75c0ebcd508cf4040b1399ea9b

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:57:47.925358Z digest=sha256:9945f2e467c37d4379e1a0d902e8a40a4fe5d59e4d6bbe8a3a15fd6a93533ab9

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:57:47.915557Z digest=sha256:8b10e0bd0089935e2b3efbbbc54d2e50aa96ebf9561c48e8c4a430d3e7ca4671

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T14:48:21.821286Z digest=sha256:3edb75968888810163d594bc9580059a979b5637310cb98a8e3deb778593ce94