Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T11:33:59.388397Z
Paper Citation Record · LEDGER
Optimal $\delta$-Correct Best-Arm Selection for Heavy-Tailed Distributions
As of 16 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 1 inbound Pith citation observation for arXiv:1908.09094.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-01T17:14:43.057308Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
12 of 12 outbound references displayed
- verified exact1
- verified fuzzy7
- unresolved2
- parse uncertain2
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 94755ede-7607-4f2d-acca-37e2aa912433 · outbound
This paper cites an unresolved cited work.
Optimal $\delta$-Correct Best-Arm Selection for Heavy-Tailed Distributions Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T11:33:59.581360Z
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.
Observation 94e4001a-15cd-430c-95b6-6fb1d13d663b · outbound
This paper cites ,K}, solve the following for yj = yj(c) (set y1(c) = 1) and let xj(c) for each j≥ 2 denote the corresponding minimizer: inf x∈[m(µj),m(µ1)] KLinf(µ1, x) + yj KLinf(µj, x) = c.
Optimal $\delta$-Correct Best-Arm Selection for Heavy-Tailed Distributions ,K}, solve the following for yj = yj(c) (set y1(c) = 1) and let xj(c) for each j≥ 2 denote the corresponding minimizer: inf x∈[m(µj),m(µ1)] KLinf(µ1, x) + yj KLinf(µj, x) = c
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:33:59.555707Z
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.
Observation ff031aa8-a61f-4151-9855-bfde8cbb5393 · outbound
This paper cites an unresolved cited work.
Optimal $\delta$-Correct Best-Arm Selection for Heavy-Tailed Distributions Unresolved cited work
Reference 3
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-14T11:33:59.567047Z
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.
Observation 2472ca28-5307-4c6f-9d20-240cf5011c28 · outbound
This paper cites ,K} and V(µ) = c∗t∗ 1.
Optimal $\delta$-Correct Best-Arm Selection for Heavy-Tailed Distributions ,K} and V(µ) = c∗t∗ 1
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:33:59.527210Z
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.
Observation 91ad6545-0a7c-4fc4-9fd8-b9e4eb7189d9 · outbound
This paper cites an unresolved cited work.
Optimal $\delta$-Correct Best-Arm Selection for Heavy-Tailed Distributions Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T11:33:59.540383Z
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.
Observation de8c41cf-6138-49df-8235-c17af0651192 · outbound
This paper cites Lemma 28 For any ua∈ℜ , non-negative constants ˜Ba and rectangle Ga, P ( K⋂ a=1 { max λa∈Ga L(λa, m(µa), ˆµa(n))≥ ua,Cd a }) ≤ K ∏ a=1 e ˜Bae−taua.
Optimal $\delta$-Correct Best-Arm Selection for Heavy-Tailed Distributions Lemma 28 For any ua∈ℜ , non-negative constants ˜Ba and rectangle Ga, P ( K⋂ a=1 { max λa∈Ga L(λa, m(µa), ˆµa(n))≥ ua,Cd a }) ≤ K ∏ a=1 e ˜Bae−taua
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:33:59.515356Z
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.
Observation 9c1c28cd-2484-43aa-841c-d831ac89f804 · outbound
This paper cites an unresolved cited work.
Optimal $\delta$-Correct Best-Arm Selection for Heavy-Tailed Distributions Unresolved cited work
Reference 8
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-14T11:33:59.501607Z
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.
Observation 1d131472-7da2-4f42-a0a9-b952639a4583 · outbound
This paper cites Thus, P ( K⋂ a=1 { max λa∈Ga L(λa, m(µa), ˆµa(n))≥ ua,Cd a }) ≤ P ( K⋂ a=1 { Sa(n,λa0)≥ Na(n)ua,Cd a }) ≤ P 1 Cde { K ∑ a=1 θaSa(n,λa0) } ≥ e { K ∑ a=1 θaNa(n)ua } .
Optimal $\delta$-Correct Best-Arm Selection for Heavy-Tailed Distributions Thus, P ( K⋂ a=1 { max λa∈Ga L(λa, m(µa), ˆµa(n))≥ ua,Cd a }) ≤ P ( K⋂ a=1 { Sa(n,λa0)≥ Na(n)ua,Cd a }) ≤ P 1 Cde { K ∑ a=1 θaSa(n,λa0) } ≥ e { K ∑ a=1 θaNa(n)ua }
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:33:59.470162Z
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.
Observation a90ed438-03ba-4247-a472-81ccb230884e · outbound
This paper cites generalized likelihood ratio.
Optimal $\delta$-Correct Best-Arm Selection for Heavy-Tailed Distributions generalized likelihood ratio
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:33:59.457388Z
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.
Observation b414ea7a-2ea3-44af-b67c-b5cae507c55e · outbound
This paper cites To this end, Figure 1 plots the ratio of average number of samples needed by AL1 to stop, and the lower bound on this quantity, as a function of log (δ).
Optimal $\delta$-Correct Best-Arm Selection for Heavy-Tailed Distributions To this end, Figure 1 plots the ratio of average number of samples needed by AL1 to stop, and the lower bound on this quantity, as a function of log (δ)
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:33:59.445129Z
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.
Observation 4867e33a-01ae-4273-b10a-1b07757a2399 · outbound
This paper cites Let Λa(θ,λa0) = log Eµa ( e{θ log(1−(X−m(µa))λa 10−(B− f (|Xi|))λa 20+|X−m(µa)|δa 1+|B− f (|X|)|δa 2)}) , and θa = arg max θ≥0 {θua− Λa(θ,λa0)}.
Optimal $\delta$-Correct Best-Arm Selection for Heavy-Tailed Distributions Let Λa(θ,λa0) = log Eµa ( e{θ log(1−(X−m(µa))λa 10−(B− f (|Xi|))λa 20+|X−m(µa)|δa 1+|B− f (|X|)|δa 2)}) , and θa = arg max θ≥0 {θua− Λa(θ,λa0)}
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T11:33:59.482794Z
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.
Observation 29296a21-edbd-4acd-9a03-b7e9f7c66ba8 · outbound
This paper cites doi: 10.1007/s10994-011-5257-4.
Optimal $\delta$-Correct Best-Arm Selection for Heavy-Tailed Distributions doi: 10.1007/s10994-011-5257-4
Reference 2011
- Resolution
- verified exact
- doi, observed 2026-08-14T11:33:59.430634Z
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.
Pith citing papers
Observation 498bd2ba-3821-46d7-be3e-6a9a3eedd7ac · inbound
Decision-Centric Large Deviations for Data-Driven Capital Buffers in Ruin Models cites this paper.
Decision-Centric Large Deviations for Data-Driven Capital Buffers in Ruin Models Optimal $\delta$-Correct Best-Arm Selection for Heavy-Tailed Distributions
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T17:14:43.057308Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.