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Paper Citation Record · LEDGER

Monte Carlo Tree Search based Space Transfer for Black-box Optimization

As of 14 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 2 inbound Pith citation observations for arXiv:2412.07186.

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

pith.paper-citation-record.v1
2412.07186 v1

Coverage vector

measured 71 of 71 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T19:09:12.974392Z

measured 73 of 73 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T11:20:31.908661Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-20T12:53:17.583945Z

Reference resolution

71 of 71 outbound references displayed

  • verified exact3
  • verified fuzzy52
  • unresolved15
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8340f05e-0e30-4ba1-bb49-71383ec03768 · outbound

This paper cites Finite-time analysis of the multiarmed bandit problem.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Finite-time analysis of the multiarmed bandit problem

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 56ca77d6-eb93-4dad-a71e-b415b748e8bd · outbound

This paper cites Transfer Learning for Bayesian Optimization: A Survey.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Transfer Learning for Bayesian Optimization: A Survey

Reference 2

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 8dde72e9-fb46-4862-b71a-bfec0ac20fba · outbound

This paper cites Random search for hyper-parameter optimization.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Random search for hyper-parameter optimization

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 963d6b6c-0b40-4d1a-9ae6-fc3c2ae68e2d · outbound

This paper cites Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation afd40479-9661-4c5d-a1fa-f3e00c85fc62 · outbound

This paper cites Lucas, Peter I.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Lucas, Peter I

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation a11580bc-1bfb-4c59-bc57-19193506695e · outbound

This paper cites Transfer Learning for Bayesian Optimization on Heterogeneous Search Spaces.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Transfer Learning for Bayesian Optimization on Heterogeneous Search Spaces

Reference 6

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local_arxiv, observed 2026-08-11T19:09:13.057783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation d6d65341-0970-4ffd-8a16-99957f1e903d · outbound

This paper cites Initializing Bayesian hyperparam- eter optimization via meta-learning.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Initializing Bayesian hyperparam- eter optimization via meta-learning

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation a3b80c1f-5677-46b8-98d9-cc9446a97786 · outbound

This paper cites A Tutorial on Bayesian Optimization.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization A Tutorial on Bayesian Optimization

Reference 8

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a6072c8e-ff9a-4689-84ba-4de7ab81680a · outbound

This paper cites Real-parameter black-box optimization benchmarking 2009: Noiseless functions definitions.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Real-parameter black-box optimization benchmarking 2009: Noiseless functions definitions

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation cc57183b-8541-45fb-ab66-ceba9da3349a · outbound

This paper cites End-to-End Learning of Deep Kernel Acquisition Functions for Bayesian Optimization.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization End-to-End Learning of Deep Kernel Acquisition Functions for Bayesian Optimization

Reference 10

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation f0f5f29c-f1a8-4df1-949d-5e76dc001992 · outbound

This paper cites Transfer learning for Bayesian HPO with end-to-end meta-features, 2022.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Transfer learning for Bayesian HPO with end-to-end meta-features, 2022

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 77fa145d-1c93-45ea-b203-e73e536d7057 · outbound

This paper cites Jones, Matthias Schonlau, and William J.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Jones, Matthias Schonlau, and William J

Reference 12

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a14c8710-35a0-4a89-b856-6ae75063feaa · outbound

This paper cites A flexible transfer learning framework for Bayesian optimization with convergence guarantee.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization A flexible transfer learning framework for Bayesian optimization with convergence guarantee

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 3a059f13-7a36-4538-8df8-233f8d848795 · outbound

This paper cites Monte carlo tree search in continuous spaces using voronoi optimistic optimization with regret bounds.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Monte carlo tree search in continuous spaces using voronoi optimistic optimization with regret bounds

Reference 14

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation b8ba7776-e15e-4760-8318-ee15ac054169 · outbound

This paper cites an unresolved cited work.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Unresolved cited work

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 5b3b85a1-c434-456e-8484-562897975fd7 · outbound

This paper cites Hy- perparameter learning via distributional transfer.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Hy- perparameter learning via distributional transfer

Reference 16

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 36f7fb51-1485-4ef2-a71a-d1f20a30d07d · outbound

This paper cites Transfer learning based search space design for hyperparameter tuning.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Transfer learning based search space design for hyperparameter tuning

Reference 17

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 63205d6d-ba86-4f2f-84a2-acaae0d1d15f · outbound

This paper cites Blaschko.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Blaschko

Reference 18

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 73ced233-e27a-4901-b64f-cffa17ae9010 · outbound

This paper cites Chip Placement with Deep Reinforcement Learning.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Chip Placement with Deep Reinforcement Learning

Reference 19

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 1841d1ac-44ab-471f-9b43-46efa8dc0e3b · outbound

This paper cites Moss, David S.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Moss, David S

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation d618e24b-7027-4343-b13b-870f749cd0ef · outbound

This paper cites Pfns4bo: In-context learning for Bayesian optimization.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Pfns4bo: In-context learning for Bayesian optimization

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 0fa2182f-049c-4a25-bcbe-844d0f82b3a2 · outbound

This paper cites Optimistic optimization of a deterministic function without the knowledge of its smoothness.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Optimistic optimization of a deterministic function without the knowledge of its smoothness

Reference 22

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Source-reported events for the cited work

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Observation 0ac537a7-2b5e-4f24-9d40-f80b62bc5756 · outbound

This paper cites Learning search spaces for Bayesian optimization: Another view of hyperparameter transfer learning.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Learning search spaces for Bayesian optimization: Another view of hyperparameter transfer learning

Reference 23

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation b8f671d0-5674-4df8-a3f4-0b3c87f16b71 · outbound

This paper cites Jomaa, Martin Wistuba, and Josif Grabocka.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Jomaa, Martin Wistuba, and Josif Grabocka

Reference 24

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 204cfa3a-5b83-4878-a0e1-f5ea6d5fe731 · outbound

This paper cites Selecting optimal source for transfer learning in Bayesian optimisation.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Selecting optimal source for transfer learning in Bayesian optimisation

Reference 25

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation bd2670ff-cd47-4465-9bb6-0c4c6ceceb5a · outbound

This paper cites an unresolved cited work.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Unresolved cited work

Reference 26

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 0c06dfff-385d-4430-a287-79c3475a511b · outbound

This paper cites an unresolved cited work.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Unresolved cited work

Reference 27

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 665d42fd-197d-4361-a623-e90285981eec · outbound

This paper cites Scalable hyperparameter op- timization with products of Gaussian process experts.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Scalable hyperparameter op- timization with products of Gaussian process experts

Reference 28

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 08c325e9-b358-44af-bf91-5848a5113083 · outbound

This paper cites Adams, and Nando de Freitas.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Adams, and Nando de Freitas

Reference 29

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 36eae66e-2d7c-4892-9178-d4b98946ed5c · outbound

This paper cites Macro placement by wire-mask-guided black-box optimization.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Macro placement by wire-mask-guided black-box optimization

Reference 30

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation e3d0d826-0816-4076-a123-2036d1fde438 · outbound

This paper cites Regret bounds for transfer learning in Bayesian optimisation.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Regret bounds for transfer learning in Bayesian optimisation

Reference 31

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 37d2c84d-9332-467a-b465-8e88c8fb4930 · outbound

This paper cites an unresolved cited work.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Unresolved cited work

Reference 32

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation bb8e9ed8-20a7-4907-a60d-8687c5fc7c36 · outbound

This paper cites Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 33

Resolution
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no resolver link, observed 2026-08-11T19:09:12.875718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:09:12.875718Z digest=sha256:2f444fe82e24b8dcbb0abb19f341a6b8ef597686ff67598d2b68054b0f41285b

Observation 18579769-cae4-4bae-89f5-1f06bdabc71c · outbound

This paper cites Lillicrap, Fan Hui, Laurent Sifre, George van den Driessche, Thore Graepel, and Demis Hassabis.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Lillicrap, Fan Hui, Laurent Sifre, George van den Driessche, Thore Graepel, and Demis Hassabis

Reference 34

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raw_fallback, observed 2026-08-11T19:09:13.304501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.878484Z digest=sha256:e2cf60e37674123291847c99084be8cd4226e3ad7ee67f0ba4d81217b701f76a

Observation 26f2843a-49db-422f-87b4-7fd4343ed5c3 · outbound

This paper cites Monte Carlo tree search based variable selection for high dimensional Bayesian optimization.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Monte Carlo tree search based variable selection for high dimensional Bayesian optimization

Reference 35

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.881991Z digest=sha256:e9814e4107c955c2016651a146915c09f1082ed97b052780a7dd0840a4c2bf0d

Observation ea4b5538-aab9-41d1-b5e2-8f0691e6e73a · outbound

This paper cites Kakade, and Matthias W.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Kakade, and Matthias W

Reference 36

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.885163Z digest=sha256:62fc4064142410c84bdf27fc87a7588a6cd284dfdaa78e7069dc6025c036b4e0

Observation 73f2a22f-bd2b-4ea5-a3c3-dd00fb804204 · outbound

This paper cites Multi-task Bayesian optimization.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Multi-task Bayesian optimization

Reference 37

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.887666Z digest=sha256:76ce03a757772b194ec1a67b9d7762739de1324d925cbb70ad80d462daab9871

Observation 724bce5b-6ef9-472c-8823-db3d33d4812a · outbound

This paper cites Transfer learning with Gaussian processes for Bayesian optimization.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Transfer learning with Gaussian processes for Bayesian optimization

Reference 38

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.890509Z digest=sha256:312a0024338fe4b2937bf855f7dfaa7d85d1ece841f3bdcff63f8a38d8a409b9

Observation c7c71455-0220-419a-854b-ab3695f505fc · outbound

This paper cites Design-bench: Bench- marks for data-driven offline model-based optimization.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Design-bench: Bench- marks for data-driven offline model-based optimization

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:09:13.268588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.892913Z digest=sha256:9302fc4a44bf45b1ea898dcbe20fddd86edb01adc3f3050d3c97538ab04be7b8

Observation 4882290c-1c05-4efc-b6c4-d884cd9b487c · outbound

This paper cites Fröhlich, Kirsten Fischer, Andreas Doerr, Stefan Falkner, Frank Hutter, and Christian Daniel.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Fröhlich, Kirsten Fischer, Andreas Doerr, Stefan Falkner, Frank Hutter, and Christian Daniel

Reference 40

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.895854Z digest=sha256:5a9651190e569357adbcd2019bf65abb9962ed2b5c92e81f9732e97e2f027a52

Observation b1a473c6-dc99-4454-a84e-4c2defe143dd · outbound

This paper cites Sample-Efficient Neural Architecture Search by Learning Action Space.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Sample-Efficient Neural Architecture Search by Learning Action Space

Reference 41

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.898255Z digest=sha256:a01836da2c0429ebcd2e3ff614df0f28ecf6c9851404473dda57df0134093572

Observation 94810f5e-c74a-4f82-840d-fd0b1a8708d9 · outbound

This paper cites AlphaX: eXploring Neural Architectures with Deep Neural Networks and Monte Carlo Tree Search.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization AlphaX: eXploring Neural Architectures with Deep Neural Networks and Monte Carlo Tree Search

Reference 42

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unresolved
no resolver link, observed 2026-08-11T19:09:12.901233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:09:12.901233Z digest=sha256:b4ede2d164ac1cbd8f315d0d48bcb2a4bc64de5e95fc2b283c6d8233a48958e8

Observation 28cf5bca-5113-4315-b575-302df82351c8 · outbound

This paper cites Learning search space partition for black-box optimization using monte carlo tree search.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Learning search space partition for black-box optimization using monte carlo tree search

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:09:13.255526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.903951Z digest=sha256:885d1847008f4a418582024d8103a78711245bb4353de622fa6dfedd888bcbdf

Observation 8932b53f-c740-4bdb-8578-cbdcc28a6b20 · outbound

This paper cites Batched large-scale Bayesian optimization in high-dimensional spaces.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Batched large-scale Bayesian optimization in high-dimensional spaces

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:09:13.249174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.906368Z digest=sha256:b0068e7585dad157d2c4fe7f1f854d001fb8bd49a3fd35ccf8b88e8d7a1001c3

Observation 5b92d5af-e669-4741-b8f3-cc44ecd49e51 · outbound

This paper cites Meta-learning hyperparameter performance prediction with neural processes.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Meta-learning hyperparameter performance prediction with neural processes

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:09:13.242542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.908314Z digest=sha256:20a5948ce1878be2427c3a29f6e99c8fa302729416b3998241ffe0e785e112a3

Observation d76332b1-a834-4fbf-82c5-62a893f9197d · outbound

This paper cites The reparameterization trick for acquisition functions.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization The reparameterization trick for acquisition functions

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-11T19:09:12.910364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:09:12.910364Z digest=sha256:d731ea0a2dd4cc7c106b47ddffb04d79660e92991bdf2ef6b17ffeabdce9e550

Observation 08d803f6-0c61-4f8f-9ba5-4c4f30e80a83 · outbound

This paper cites Few-shot Bayesian optimization with deep kernel sur- rogates.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Few-shot Bayesian optimization with deep kernel sur- rogates

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:09:13.235020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.912617Z digest=sha256:319c477504152487cd379203203c25914fee7f4b4e3d489c896732dad5a8d290

Observation 337d3a2b-a457-4f8f-887f-1f9b1d7289e0 · outbound

This paper cites Learning hyperparameter optimization initializations.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Learning hyperparameter optimization initializations

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:09:13.227593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.914760Z digest=sha256:a9cefc04b22a72484e0595e49ffb09b1c67045bcd927ca347893265b40f55527

Observation 62532f8b-e7ee-4ecd-b78d-84847e0e3f09 · outbound

This paper cites Hyperparameter search space pruning - A new component for sequential model-based hyperparameter optimization.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Hyperparameter search space pruning - A new component for sequential model-based hyperparameter optimization

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:09:13.219833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.916854Z digest=sha256:461cbff70315c127df9aa8bb3396aac9637bc261d9540dea84a3f5128aaded67

Observation 570b41e7-92f4-4328-99ad-28ad0450029f · outbound

This paper cites Two-stage transfer surrogate model for automatic hyperparameter optimization.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Two-stage transfer surrogate model for automatic hyperparameter optimization

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:09:13.212519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.918803Z digest=sha256:4b94b25d76f8b4401e4dabaebdc9157f25fcbf8617a60617000f0dd77a3748a3

Observation 54d9f04b-c38f-463c-9161-79a2b5dbb5ff · outbound

This paper cites Scalable Gaussian process-based transfer surrogates for hyperparameter optimization.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Scalable Gaussian process-based transfer surrogates for hyperparameter optimization

Reference 51

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verified fuzzy
raw_fallback, observed 2026-08-11T19:09:13.204240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.921265Z digest=sha256:a4fc4030db2e82ff1ce86266575d2fede5efc24112abdded517806bf1c259d66

Observation 6a599b7e-1ec2-48ca-931e-57ff504846d6 · outbound

This paper cites Practical two-step lookahead bayesian optimization.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Practical two-step lookahead bayesian optimization

Reference 52

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raw_fallback, observed 2026-08-11T19:09:13.197159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.923847Z digest=sha256:456746b9fb7296f7f1cc3d880019f548eea69fa1c2729405cb112076dece68b8

Observation ba35f967-8ce4-4a85-af06-2a9239c39b55 · outbound

This paper cites Carlberg, Neil Walton, and Kody J.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Carlberg, Neil Walton, and Kody J

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:09:13.190045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.926252Z digest=sha256:2d9dbab3662b2277c73d8efc73314c8dc1493f24d2d91ff14e452437ba08bdf5

Observation b1e44a3e-a031-4d32-b4d0-f1fe35098c5f · outbound

This paper cites Eagle strategy using lévy walk and firefly algorithms for stochastic optimization.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Eagle strategy using lévy walk and firefly algorithms for stochastic optimization

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:09:13.182658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.929028Z digest=sha256:fc1bbed315a183c7bbec9a7eb8a74a04966dc66fc8fcfa2e89062ba4820fb8f9

Observation 808412ab-3655-44af-ab7a-8b1d01f04a42 · outbound

This paper cites Automated Machine Learning: From Principles to Practices.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Automated Machine Learning: From Principles to Practices

Reference 55

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no resolver link, observed 2026-08-11T19:09:12.931846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:09:12.931846Z digest=sha256:7747982002bf548aa5566415efe0e914ecd02edb2d79e3e90cbd9bf8c0b70ddc

Observation 5b939840-1b9e-4aa7-bb61-ed0f765d1d2f · outbound

This paper cites an unresolved cited work.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Unresolved cited work

Reference 56

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malformed identifier
raw_fallback, observed 2026-08-11T19:09:13.176019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.935219Z digest=sha256:2c936419b606c472a3155fc997286356cd4768e38c4a89b88f8cf5b11841ce7d

Observation 2de3c6ce-1029-4dec-8cf4-f64124f68a6e · outbound

This paper cites Guidelines: • The answer NA means that the abstract and introduction do not include the claims made in the paper.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Guidelines: • The answer NA means that the abstract and introduction do not include the claims made in the paper

Reference 57

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raw_fallback, observed 2026-08-11T19:09:13.169693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.938553Z digest=sha256:db15461f19d2ccad848485f6cbcc9e35f9cf89bec86af99ca59783a41458a298

Observation b0304016-7328-4243-83b8-15d4f3551047 · outbound

This paper cites Limitations.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Limitations

Reference 58

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raw_fallback, observed 2026-08-11T19:09:13.161671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.941108Z digest=sha256:6d309e4f867797769fbb46fbd39d8026390d96da66461ed274ae57b030aba07d

Observation 4abc2fe7-85f7-476c-9a5e-52e0d7e860e3 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include theoretical results.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Guidelines: • The answer NA means that the paper does not include theoretical results

Reference 59

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raw_fallback, observed 2026-08-11T19:09:13.154286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.943821Z digest=sha256:b9e4f5f9ee8ce6d608fdf3a70bf59b14028ceb1b2e4504deee9410bfdc9c8e80

Observation dc1bf383-d3a5-4d85-b543-3110c9348861 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Guidelines: • The answer NA means that the paper does not include experiments

Reference 60

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verified fuzzy
raw_fallback, observed 2026-08-11T19:09:13.146679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.946457Z digest=sha256:0ca29c862eda8b19f2617f96e8a065a5c44366f7187e240f74257e609c70c2b8

Observation 9bb4b319-5980-4922-ac8d-cb906616f42a · outbound

This paper cites Guidelines: • The answer NA means that paper does not include experiments requiring code.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Guidelines: • The answer NA means that paper does not include experiments requiring code

Reference 61

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raw_fallback, observed 2026-08-11T19:09:13.139063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.949130Z digest=sha256:dcccaa9ff29f1fba6373af4ce5cbd0717427f21147e2262432ffef4e890581c6

Observation a6b36f2d-4b4d-4806-a129-e5090715c7a1 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Guidelines: • The answer NA means that the paper does not include experiments

Reference 62

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raw_fallback, observed 2026-08-11T19:09:13.130006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.951973Z digest=sha256:e48b48e017d7d0a7c5095f3d815c15fdace86bc83bd0c9f1c48b22e799b2ede9

Observation 7c3ef017-b55f-4a47-b483-7c46ae6fc6b7 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Guidelines: • The answer NA means that the paper does not include experiments

Reference 63

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raw_fallback, observed 2026-08-11T19:09:13.122238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.954823Z digest=sha256:464406eed7ea30bf9348b66142d36c9c100877eff7c6310bfdc011027740cf32

Observation 6149b5aa-3a27-4e33-9572-e277b7229e92 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not include experiments.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Guidelines: • The answer NA means that the paper does not include experiments

Reference 64

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raw_fallback, observed 2026-08-11T19:09:13.113617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.957389Z digest=sha256:8a69a5c4cc0a151ab76baafd2ca22fa482451e7ee7ed04df59ffc67aafc84e97

Observation 7eb15c1e-adbe-4393-98fa-5f358b51cd23 · outbound

This paper cites Guidelines: • The answer NA means that the authors have not reviewed the NeurIPS Code of Ethics.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Guidelines: • The answer NA means that the authors have not reviewed the NeurIPS Code of Ethics

Reference 65

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raw_fallback, observed 2026-08-11T19:09:13.106808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.959796Z digest=sha256:4cbb7270a9bff0381ed2749305de0f5e7274cbdf28e88cbcccfc07ed2bf0230e

Observation bf6e459f-6780-497a-907e-2185b4870052 · outbound

This paper cites Guidelines: • The answer NA means that there is no societal impact of the work performed.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Guidelines: • The answer NA means that there is no societal impact of the work performed

Reference 66

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raw_fallback, observed 2026-08-11T19:09:13.099733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.962232Z digest=sha256:7d4d2518972cea458f7a1ef3c7e4a725a7b8eed54c8b7fe5b3522d56855a4b53

Observation cc050073-03e9-4e55-9df9-1cb786ea03ad · outbound

This paper cites Guidelines: • The answer NA means that the paper poses no such risks.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Guidelines: • The answer NA means that the paper poses no such risks

Reference 67

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unresolved
no resolver link, observed 2026-08-11T19:09:12.964730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:09:12.964730Z digest=sha256:424bb6df8dc5e79fb612121d4edd478cd2ff1bdaa15f78d742fc85e447ae6d6d

Observation fcbd7de6-a8f0-4b0f-86ff-fe0b51fea650 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not use existing assets.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Guidelines: • The answer NA means that the paper does not use existing assets

Reference 68

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verified fuzzy
raw_fallback, observed 2026-08-11T19:09:13.088424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.967465Z digest=sha256:4514a330a2c163a2ae76663da99e0ce695a0e53cc34f48ff5279378430b93a2f

Observation 132b083a-c407-4c4c-8bd2-27ffd65300d2 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not release new assets.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Guidelines: • The answer NA means that the paper does not release new assets

Reference 69

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unresolved
no resolver link, observed 2026-08-11T19:09:12.969961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:09:12.969961Z digest=sha256:d0f6ce50ce800718b18e4e58489070f61c4af6b8acabaa72ac26ae962dbe1ac7

Observation 9cc9c019-23a0-4222-b480-41d082b63116 · outbound

This paper cites Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects

Reference 70

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no resolver link, observed 2026-08-11T19:09:12.972450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:09:12.972450Z digest=sha256:62e4f09b6aa095f690141be530fd1c152943f42c727e692d4a844f853a95f825

Observation 9c1f87c4-465c-4422-b9f9-0d9068bbc8fd · outbound

This paper cites Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects.

Monte Carlo Tree Search based Space Transfer for Black-box Optimization Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects

Reference 71

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raw_fallback, observed 2026-08-11T19:09:13.072097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T19:09:12.974392Z digest=sha256:d8272521c6d4fae27c12c35f32a8809d395f719815c0433822040cafce021a69

Pith citing papers

Observation b6975ffe-006f-4d35-b561-7fe03d7377f8 · inbound

Policy Guided Tree Search for Enhanced LLM Reasoning cites this paper.

Policy Guided Tree Search for Enhanced LLM Reasoning Monte Carlo Tree Search based Space Transfer for Black-box Optimization

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-09T11:20:31.908661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T11:20:31.908661Z digest=sha256:5f2a070863d7334cc412fd950ecceab2e2e8c826252d45d708ee95a72f7c0ad7

Observation d1465396-734f-42fb-9fff-4eadd7231305 · inbound

RL4RLA: Teaching ML to Discover Randomized Linear Algebra Algorithms Through Curriculum Design and Graph-Based Search cites this paper.

RL4RLA: Teaching ML to Discover Randomized Linear Algebra Algorithms Through Curriculum Design and Graph-Based Search Monte Carlo Tree Search based Space Transfer for Black-box Optimization

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-20T12:53:17.585818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-05-20T12:52:03.539565Z digest=sha256:841f43aa094a29d3eda64cb2de57926aab3636fc841304c4d574dde1bd29083c