Paper Citation Record · LEDGER

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

As of 20 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 2026-08-20T06:33:59.587034+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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:09:13.500008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-11T19:09:12.794291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:09:13.492748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:09:13.484807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:09:13.477385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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

Resolution: verified exact; 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 2026-08-20T06:33:59.587034+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:09:13.470124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-11T19:09:12.814088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:09:13.462599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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; local_arxiv, observed 2026-08-11T19:09:13.041153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:09:13.454183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-11T19:09:12.825682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:09:13.442300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:09:13.434054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:09:13.426806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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: verified fuzzy; raw_fallback, observed 2026-08-11T19:09:13.420241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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: verified fuzzy; raw_fallback, observed 2026-08-11T19:09:13.413035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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: verified fuzzy; raw_fallback, observed 2026-08-11T19:09:13.405669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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: unresolved; no resolver link, observed 2026-08-11T19:09:12.841553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:09:13.398462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:09:13.390800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:09:13.382592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:09:13.374388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:09:13.366778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:09:13.359331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-11T19:09:12.856949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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; raw_fallback, observed 2026-08-11T19:09:13.347281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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; raw_fallback, observed 2026-08-11T19:09:13.340371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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: verified fuzzy; raw_fallback, observed 2026-08-11T19:09:13.334098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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; raw_fallback, observed 2026-08-11T19:09:13.327794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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; raw_fallback, observed 2026-08-11T19:09:13.319819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:09:13.312174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified fuzzy; 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 2026-08-20T06:33:59.587034+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:09:13.297484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:09:13.289615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:09:13.282670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:09:13.275627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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 2026-08-20T06:33:59.587034+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:09:13.262077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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

Resolution: verified exact; local_arxiv, observed 2026-08-11T19:09:13.018588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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 2026-08-20T06:33:59.587034+00:00.

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 2026-08-20T06:33:59.587034+00:00.

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 2026-08-20T06:33:59.587034+00:00.

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.

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 2026-08-20T06:33:59.587034+00:00.

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 2026-08-20T06:33:59.587034+00:00.

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 2026-08-20T06:33:59.587034+00:00.

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 2026-08-20T06:33:59.587034+00:00.

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

Resolution: 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 2026-08-20T06:33:59.587034+00:00.

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

Resolution: verified fuzzy; 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 2026-08-20T06:33:59.587034+00:00.

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 2026-08-20T06:33:59.587034+00:00.

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 2026-08-20T06:33:59.587034+00:00.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: 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 2026-08-20T06:33:59.587034+00:00.

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

Resolution: verified fuzzy; 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 2026-08-20T06:33:59.587034+00:00.

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

Resolution: verified fuzzy; 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 2026-08-20T06:33:59.587034+00:00.

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

Resolution: verified fuzzy; 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 2026-08-20T06:33:59.587034+00:00.

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

Resolution: 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 2026-08-20T06:33:59.587034+00:00.

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

Resolution: verified fuzzy; 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 2026-08-20T06:33:59.587034+00:00.

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

Resolution: verified fuzzy; 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 2026-08-20T06:33:59.587034+00:00.

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

Resolution: verified fuzzy; 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 2026-08-20T06:33:59.587034+00:00.

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

Resolution: verified fuzzy; 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 2026-08-20T06:33:59.587034+00:00.

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

Resolution: verified fuzzy; 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 2026-08-20T06:33:59.587034+00:00.

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

Resolution: verified fuzzy; 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 2026-08-20T06:33:59.587034+00:00.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: 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 2026-08-20T06:33:59.587034+00:00.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified fuzzy; 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 2026-08-20T06:33:59.587034+00:00.

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.

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 2026-08-20T06:33:59.587034+00:00.