Paper Citation Record · LEDGER

Using causal abstractions to accelerate decision-making in complex bandit problems

As of 8 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2509.04296.

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

pith.paper-citation-record.v1
2509.04296 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T10:19:46.492545Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

27 of 27 outbound references displayed

verified exact4
verified fuzzy18
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fb8e3311-c237-4571-9b00-7a28bc8ca37d · outbound

This paper cites Bandits with unobserved confounders: A causal approach.

Using causal abstractions to accelerate decision-making in complex bandit problems Bandits with unobserved confounders: A causal approach

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:19:46.838431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2df309df-16c2-48da-9677-b0a2dec64955 · outbound

This paper cites Abstracting causal models.

Using causal abstractions to accelerate decision-making in complex bandit problems Abstracting causal models

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:19:46.829106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0de58c22-67ea-497e-a766-eb16bbff5461 · outbound

This paper cites Adaptively Exploiting d-Separators with Causal Bandits.

Using causal abstractions to accelerate decision-making in complex bandit problems Adaptively Exploiting d-Separators with Causal Bandits

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-05T10:19:46.652914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 189510af-3e2b-4ae6-9ea2-9cd7caabf72b · outbound

This paper cites Leveraging Side Observations in Stochastic Bandits.

Using causal abstractions to accelerate decision-making in complex bandit problems Leveraging Side Observations in Stochastic Bandits

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T10:19:46.424956Z

Source-reported events for the cited work

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Observation fb0995cd-6ddd-4a78-b4fb-b2db1e4d2c41 · outbound

This paper cites Leveraging (biased) information: Multi-armed bandits with offline data.

Using causal abstractions to accelerate decision-making in complex bandit problems Leveraging (biased) information: Multi-armed bandits with offline data

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T10:19:46.428498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4643a196-4621-4ea4-b175-8949837fb0b9 · outbound

This paper cites Interventionally consistent surrogates for complex simulation models.

Using causal abstractions to accelerate decision-making in complex bandit problems Interventionally consistent surrogates for complex simulation models

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:19:46.819958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 30fdee43-c653-4039-ab24-cb9688befea9 · outbound

This paper cites Causal bandits: Learning good interventions via causal inference.

Using causal abstractions to accelerate decision-making in complex bandit problems Causal bandits: Learning good interventions via causal inference

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:19:46.810634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6811a626-90e1-4b94-b4e6-5654a026ef74 · outbound

This paper cites Bandit algorithms.

Using causal abstractions to accelerate decision-making in complex bandit problems Bandit algorithms

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T10:19:46.437067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1a7538c-7148-4003-b45e-d9d2039eeae2 · outbound

This paper cites Structural causal bandits with non-manipulable variables.

Using causal abstractions to accelerate decision-making in complex bandit problems Structural causal bandits with non-manipulable variables

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:19:46.794464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0657755e-e7ed-4d76-b0db-50bb43d9e16e · outbound

This paper cites An optimal algorithm for the thresholding bandit problem.

Using causal abstractions to accelerate decision-making in complex bandit problems An optimal algorithm for the thresholding bandit problem

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:19:46.785182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d636723b-80c4-491f-98b9-f75e86f16aa7 · outbound

This paper cites Regret analysis of bandit problems with causal background knowledge.

Using causal abstractions to accelerate decision-making in complex bandit problems Regret analysis of bandit problems with causal background knowledge

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:19:46.775694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 53fc9c1d-a1f1-4ac1-b8f5-1c3a9cc62dfe · outbound

This paper cites From bandits to experts: On the value of side-observations.

Using causal abstractions to accelerate decision-making in complex bandit problems From bandits to experts: On the value of side-observations

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:19:46.766029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7f67b6e4-b0b1-4c9d-b7e9-683050afe890 · outbound

This paper cites Finding all epsilon-good arms in stochastic bandits.

Using causal abstractions to accelerate decision-making in complex bandit problems Finding all epsilon-good arms in stochastic bandits

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:19:46.756310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5ee8bd6c-a175-4fe1-95ee-8ca53afa5966 · outbound

This paper cites Causality.

Using causal abstractions to accelerate decision-making in complex bandit problems Causality

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T10:19:46.454404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afed8f6a-1ca0-4bcb-a31e-ffd2cb3131e0 · outbound

This paper cites Stochastic bandits with groups of similar arms.

Using causal abstractions to accelerate decision-making in complex bandit problems Stochastic bandits with groups of similar arms

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:19:46.740134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7418e815-f535-46f8-89dc-71d62d784733 · outbound

This paper cites Elements of causal inference: F oundations and learning algorithms.

Using causal abstractions to accelerate decision-making in complex bandit problems Elements of causal inference: F oundations and learning algorithms

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:19:46.730146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 46ce17be-31e0-4298-b8f5-ccb6243ce76e · outbound

This paper cites Graph Feedback Bandits with Similar Arms.

Using causal abstractions to accelerate decision-making in complex bandit problems Graph Feedback Bandits with Similar Arms

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-05T10:19:46.565127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d2229618-f14d-4d98-992b-d19d3a3eecc6 · outbound

This paper cites The category theory of causal models.

Using causal abstractions to accelerate decision-making in complex bandit problems The category theory of causal models

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:19:46.720884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fc374694-a6ed-4efe-861b-c6d45cf86034 · outbound

This paper cites Causal consistency of structural equation models.

Using causal abstractions to accelerate decision-making in complex bandit problems Causal consistency of structural equation models

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:19:46.711799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 969a82a6-2f64-49d7-893c-286297fdb9b5 · outbound

This paper cites Aligning Graphical and Functional Causal Abstractions.

Using causal abstractions to accelerate decision-making in complex bandit problems Aligning Graphical and Functional Causal Abstractions

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-05T10:19:46.552516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ee6167e8-c69a-4d9f-9235-f46b08d1e28d · outbound

This paper cites Bandits with Mean Bounds.

Using causal abstractions to accelerate decision-making in complex bandit problems Bandits with Mean Bounds

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-05T10:19:46.537845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cd7f7b64-6ccf-4275-84a1-4ad8111bed06 · outbound

This paper cites Multi-armed bandits with dependent arms.

Using causal abstractions to accelerate decision-making in complex bandit problems Multi-armed bandits with dependent arms

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:19:46.702083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4fa8e7b1-e7c9-4a8c-9237-9b9964a7980e · outbound

This paper cites Regional multi-armed bandits.

Using causal abstractions to accelerate decision-making in complex bandit problems Regional multi-armed bandits

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:19:46.692443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation da69d996-cef0-4308-92ec-846e58e9f829 · outbound

This paper cites Best Arm Identification with Possibly Biased Offline Data.

Using causal abstractions to accelerate decision-making in complex bandit problems Best Arm Identification with Possibly Biased Offline Data

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T10:19:46.483668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34101e11-8b0b-4953-8801-a6b1362811d3 · outbound

This paper cites Quantifying consistency and information loss for causal abstraction learning.

Using causal abstractions to accelerate decision-making in complex bandit problems Quantifying consistency and information loss for causal abstraction learning

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:19:46.682891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 96e07d24-0e9c-4302-b80a-180784024b63 · outbound

This paper cites Causally abstracted multi-armed bandits.

Using causal abstractions to accelerate decision-making in complex bandit problems Causally abstracted multi-armed bandits

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:19:46.672715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 59176af6-8a9c-4b20-9e69-6e15b7e57fa8 · outbound

This paper cites Transfer learning in multi-armed bandit: a causal approach.

Using causal abstractions to accelerate decision-making in complex bandit problems Transfer learning in multi-armed bandit: a causal approach

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:19:46.662692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.