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Paper Citation Record · LEDGER

Multi-Armed Bandits-Based Optimization of Decision Trees

As of 8 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2508.05957.

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

pith.paper-citation-record.v1
2508.05957 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:05:57.024334Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

30 of 30 outbound references displayed

  • verified exact2
  • verified fuzzy16
  • unresolved12
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 34732834-8e17-48b1-8f83-2ab1c2e7cce0 · outbound

This paper cites Castelvecchi, ``Can we open the black box of ai?'' Nature News, vol.

Multi-Armed Bandits-Based Optimization of Decision Trees Castelvecchi, ``Can we open the black box of ai?'' Nature News, vol

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:05:57.398156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:05:56.941401Z digest=sha256:dcb3c5ba3dda9a45529244cb899ea9b2d8936db601a4a96f358601870df94319

Observation f8bc826c-90ce-4434-89ea-0ba22925895b · outbound

This paper cites Rudin, ``Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead,'' Nature Machine Intelligence, vol.

Multi-Armed Bandits-Based Optimization of Decision Trees Rudin, ``Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead,'' Nature Machine Intelligence, vol

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:05:57.389961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:05:56.944734Z digest=sha256:d1639bab27c0145f8be2080b885edcc0ea173cf19cbf4004e266e1dcf4243173

Observation cae13036-1b06-4e14-bee0-a2a7593b0d5a · outbound

This paper cites Blockeel, L.

Multi-Armed Bandits-Based Optimization of Decision Trees Blockeel, L

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:05:57.381545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:05:56.948041Z digest=sha256:d0732eefb4e1dec76ed369c732729980da82aa161497611c785395af160ffb7f

Observation f35501d5-5de8-4208-a5d7-6523b2527837 · outbound

This paper cites an unresolved cited work.

Multi-Armed Bandits-Based Optimization of Decision Trees Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:05:57.373678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:05:56.951026Z digest=sha256:71fd6604cd7676bd448d9afe9eaa3f1f5d785f8ceff0202b3b585c6cafcfa069

Observation 00aea9e8-0ac0-4b16-8cd8-a9dfa35a59b3 · outbound

This paper cites an unresolved cited work.

Multi-Armed Bandits-Based Optimization of Decision Trees Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:05:57.365299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:05:56.954200Z digest=sha256:148c18cef13efd53e56cb06d82115ddfcdec9ca6b4c8a5a7d0be23edcdea870e

Observation 78ad5946-406b-4bd7-9697-2a4b1f0fa780 · outbound

This paper cites Bramer, ``Pre-pruning classification trees to reduce overfitting in noisy domains,'' in International Conference on Intelligent Data Engineering and Automated Learning.

Multi-Armed Bandits-Based Optimization of Decision Trees Bramer, ``Pre-pruning classification trees to reduce overfitting in noisy domains,'' in International Conference on Intelligent Data Engineering and Automated Learning

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:05:57.356186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:05:56.957214Z digest=sha256:9510c73fa23b994d75ec9b65f33580090dde0d6406367dfea5623894d97ebf80

Observation 6fe39adf-0a81-4313-9e79-ec21b078ec36 · outbound

This paper cites Bertsekas, Reinforcement learning and optimal control.

Multi-Armed Bandits-Based Optimization of Decision Trees Bertsekas, Reinforcement learning and optimal control

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:05:57.347281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:05:56.960287Z digest=sha256:ef55cee1afbd96a4708c52e27bc9ca465982933a0615f892d0c7979ae579680f

Observation 1358d66d-4d03-4c7d-a5e1-e6d2134d9f0d · outbound

This paper cites Deliu, ``Reinforcement learning for sequential decision making in population research,'' Quality & Quantity, vol.

Multi-Armed Bandits-Based Optimization of Decision Trees Deliu, ``Reinforcement learning for sequential decision making in population research,'' Quality & Quantity, vol

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:05:57.338706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:05:56.963054Z digest=sha256:d6cc8d34d054e572e0f7b6dcd157c9218d9686ed5450f21661ab33e158a708cc

Observation 6be2662d-04be-42bb-92b2-ae9cadadb6bc · outbound

This paper cites Breiman, J.

Multi-Armed Bandits-Based Optimization of Decision Trees Breiman, J

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-05T23:05:56.965768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:05:56.965768Z digest=sha256:b7b57dd9a65d0a67d0654cfe60b618096d36f936cc8824d1d67a829e84db6560

Observation 7ac697ef-64da-435e-bbef-63cd54d4dff7 · outbound

This paper cites Esposito, D.

Multi-Armed Bandits-Based Optimization of Decision Trees Esposito, D

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:05:57.330299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:05:56.968620Z digest=sha256:656103195b3ae14e0aa4c41b11544e64c1fd2d31a01ac6861027e3c7dcd26511

Observation 4c7f4542-dcb6-4dbb-a35a-a760bf3f8de1 · outbound

This paper cites an unresolved cited work.

Multi-Armed Bandits-Based Optimization of Decision Trees Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:05:57.322132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:05:56.971424Z digest=sha256:abcb675303b031495242f0b230580b2df72c22310ed82b59f5f60fb0e31e2d08

Observation 2fbd054a-8c4a-4721-9133-5de1e9ede508 · outbound

This paper cites Hyp-RL : Hyperparameter Optimization by Reinforcement Learning.

Multi-Armed Bandits-Based Optimization of Decision Trees Hyp-RL : Hyperparameter Optimization by Reinforcement Learning

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-08-05T23:05:57.206189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:05:56.973990Z digest=sha256:c43deacd3d5d9cc80846f7e9514bf6f1ee470ccb4270324275a915f0e13ca197

Observation f5b3a7a3-c3f7-4158-89ca-a6b2a1658758 · outbound

This paper cites Khurana, H.

Multi-Armed Bandits-Based Optimization of Decision Trees Khurana, H

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:05:57.313920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:05:56.977368Z digest=sha256:ace2b83dfdf9959232144aab9f55bdf24ce1b731d6b153df49d649d4cf48bb56

Observation 375254ab-f028-4faf-a114-c40d00135b07 · outbound

This paper cites Neural Architecture Search with Reinforcement Learning.

Multi-Armed Bandits-Based Optimization of Decision Trees Neural Architecture Search with Reinforcement Learning

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-05T23:05:56.979934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:05:56.979934Z digest=sha256:02b09cec13df86e9818bb91c237c8cf1cc78a4b21126aa4a574ea345c590ba08

Observation 706dfce6-7892-42bf-b350-c2ebf1cbde03 · outbound

This paper cites RL-LLM-DT: An Automatic Decision Tree Generation Method Based on RL Evaluation and LLM Enhancement.

Multi-Armed Bandits-Based Optimization of Decision Trees RL-LLM-DT: An Automatic Decision Tree Generation Method Based on RL Evaluation and LLM Enhancement

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-05T23:05:57.183612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:05:56.982882Z digest=sha256:4eabc16d8ae809fb7f1aad11e26d4ab89de6d2645b93a195a34a8856c83366ec

Observation 984d3581-4257-47b5-9b64-6966ee77d04c · outbound

This paper cites Auer, ``Finite-time analysis of the multiarmed bandit problem,'' 2002.

Multi-Armed Bandits-Based Optimization of Decision Trees Auer, ``Finite-time analysis of the multiarmed bandit problem,'' 2002

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:05:57.305524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:05:56.985720Z digest=sha256:0ea3a3b084b2764e2a79c5af52b43f2f3c912664f9d3430b91cb392d123fc149

Observation 57a619c9-bc42-414a-bdb3-ef23d5c9cc79 · outbound

This paper cites Agrawal and N.

Multi-Armed Bandits-Based Optimization of Decision Trees Agrawal and N

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:05:57.297184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:05:56.988402Z digest=sha256:63628a9a3ed51dd2122ddebf419b18cd1e427b3c8bcde89fb350eea4c1827212

Observation 56175669-c0ec-400e-9f7e-9d04ece8eb96 · outbound

This paper cites an unresolved cited work.

Multi-Armed Bandits-Based Optimization of Decision Trees Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:05:57.289005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:05:56.990946Z digest=sha256:0914f740815b714f7fbf58ca5e9a625b16bc2a699de91c6b56660d0f2ad29d07

Observation d0697673-7dc1-4d60-8268-d91f05187290 · outbound

This paper cites Nowakowski, L.

Multi-Armed Bandits-Based Optimization of Decision Trees Nowakowski, L

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:05:57.280551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:05:56.993750Z digest=sha256:e4631268831e1b1ced77261f736dd2af563b404693fdc919db70be4064a4fc11

Observation 6e5e4275-4949-4f60-b61d-1f40e2973ea0 · outbound

This paper cites AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation.

Multi-Armed Bandits-Based Optimization of Decision Trees AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-05T23:05:56.996553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:05:56.996553Z digest=sha256:9720282925a0b000250d64efeee06d52d00e7ceeba1b0640592377a303006e39

Observation ff04a988-4945-4f04-a549-a980935fbd45 · outbound

This paper cites Ameen and S.

Multi-Armed Bandits-Based Optimization of Decision Trees Ameen and S

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:05:57.271346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:05:56.999843Z digest=sha256:826a734cd58994242fa3f65f4b57b4fe56e2cb898c6d5d7cc1e01ba9461da7cd

Observation e9051f43-5adf-4ad3-a6ca-6bf70d3486ad · outbound

This paper cites Tiwari, R.

Multi-Armed Bandits-Based Optimization of Decision Trees Tiwari, R

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:05:57.262501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:05:57.002568Z digest=sha256:b9ad350655b62afd37ae066783089e1e26866e9054e1af8fa0ce2ebf2ae79fd5

Observation 86fbae82-670e-48e0-9dfd-b383079d03d8 · outbound

This paper cites Lomax and S.

Multi-Armed Bandits-Based Optimization of Decision Trees Lomax and S

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:05:57.253375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:05:57.005341Z digest=sha256:3edaf8b93e456d147d9ef357fa5cb0f340042e04e05534bd1215fdd07b971d75

Observation 6178df41-fef2-4825-9768-192338a5a196 · outbound

This paper cites Wolberg, O.

Multi-Armed Bandits-Based Optimization of Decision Trees Wolberg, O

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-05T23:05:57.007930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:05:57.007930Z digest=sha256:add94141f522ec1b857099dcceeac40ea439d2db4f305e8cff420ed1776baae1

Observation fb3d1e18-7fb8-42cc-a2f2-fbd95d7bb6d0 · outbound

This paper cites an unresolved cited work.

Multi-Armed Bandits-Based Optimization of Decision Trees Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:05:57.244075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:05:57.010678Z digest=sha256:54666a9420d38564226729e26c5f00c8dc2ffa781843c0ad8df4febf8f52fa45

Observation fe5dfd14-0ac2-481f-b2ab-d43b52ef579a · outbound

This paper cites Cukierski, ``Titanic - machine learning from disaster,'' https://kaggle.com/competitions/titanic, 2012, kaggle.

Multi-Armed Bandits-Based Optimization of Decision Trees Cukierski, ``Titanic - machine learning from disaster,'' https://kaggle.com/competitions/titanic, 2012, kaggle

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:05:57.234889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:05:57.013542Z digest=sha256:cb5a464fb280483732286897f86844c3fd40a6545aefdb15555dd7cec00887da

Observation 25ec9b33-d532-4060-b08b-316e83224efe · outbound

This paper cites Sigillito, S.

Multi-Armed Bandits-Based Optimization of Decision Trees Sigillito, S

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-05T23:05:57.016101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:05:57.016101Z digest=sha256:42a07c0561b038e6c4666518334b60074ad223e614e1aeafa01791aabd5f6066

Observation a67919a3-a797-4f4f-996b-dba4cbb66be2 · outbound

This paper cites Dal Pozzolo, O.

Multi-Armed Bandits-Based Optimization of Decision Trees Dal Pozzolo, O

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:05:57.224965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:05:57.018778Z digest=sha256:29c89b1f46223ee8c35605719516cf59ee0ac416a662e49cdfa5d9b76b6c9e4f

Observation 7ee0ace4-104f-4f05-8436-24535c6c11ed · outbound

This paper cites an unresolved cited work.

Multi-Armed Bandits-Based Optimization of Decision Trees Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:05:57.215927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T23:05:57.021564Z digest=sha256:ad3afc0f8aeeb3a9cd2c9adc7242d629f83f66c7ef82811f0329d9393c189671

Observation c46e9f1e-93a6-454a-b785-ea63f3a84d1b · outbound

This paper cites "6o Effk p ^ O>ddd :ͶsΆ !Dll B &&j4 g uO6L . =M.

Multi-Armed Bandits-Based Optimization of Decision Trees "6o Effk p ^ O>ddd :ͶsΆ !Dll B &&j4 g uO6L . =M

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-05T23:05:57.024334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:05:57.024334Z digest=sha256:66e8dd920d4e81c5c29c107b6d8dc112bcefec04d178c48c27f4ece631758334

Pith citing papers

No inbound Pith citation observations are available.