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Paper Citation Record · LEDGER

Optimal Multi-Objective Best Arm Identification with Fixed Confidence

As of 13 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 2026-08-13T06:32:02.005865+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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T15:57:47.863055Z digest=sha256:65fbff8402bf997b1763fb0e234ec8174b4cefcb0e7507b7e730f217f5f2a813

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T15:57:47.879735Z digest=sha256:c086c5035bffb09502a587a0d9a9f710587e8431bc3de67a7aba5ad03483f68c

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T15:57:47.901374Z digest=sha256:80537e76a5032ebdd6e0371a08eb3a84ba17bc9a7ef684df33fdfbcf6c26bf82

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T15:57:47.906225Z digest=sha256:c246ac7646274fb7740d2752b94fc081bda852568aa30cf912b2853833f20d92

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T15:57:47.889904Z digest=sha256:5cfcb705c593017238e5d911809b8cb8197c33a3bea097e8ef0cb81f7cba33e4

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T15:57:47.895429Z digest=sha256:10b8aa77e9db821220261a527fc962553c23a457048707a902ccbde38d3f1c3a

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T15:57:47.874541Z digest=sha256:1d028c55536bec5707540c7d67b5ca10d59b5e597c4be7e8c2c4a24aeb33cfc6

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T15:57:47.910865Z digest=sha256:a8ad671e2cc6e118fddb04e6ab16e34e372f01143516385b5052d0ed0bd77f34

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T15:57:47.920252Z digest=sha256:7c0ddd0084c3beb6c469933d3a3884bd64abdacc268d7ae4c7466aee4bf9f961

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T15:57:47.929804Z digest=sha256:5e7984796344700a5cadbc180c53a3eb65ec3f792d11d380e1bf9fd283921fba

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T15:57:47.884912Z digest=sha256:3b8eaec7969ef96c6092fd0151eae8d5375d6d88ab18f46ea28bcc77b003fc24

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=sha256:9349bf7875f3de708884ac278d77f0a10ceb1d91134a3953398ba3a136b8b026

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T15:57:47.925358Z digest=sha256:7b1e6f4692f1da1dd1055bb247362cdc9ab9338f274d9602200bdc1b59d0f0ef

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T15:57:47.915557Z digest=sha256:092ad12f5064f140942f734611379c2558e9fc8f5426cb3fffec3adde48ec38a

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-07T14:48:21.821286Z digest=sha256:4334ec067dd934e15128035266e14c944f56cde11fa0f92b68814d82a1731bbd