Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T19:09:12.974392Z
Paper Citation Record · LEDGER
As of 12 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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T19:09:12.974392Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-09T11:20:31.908661Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-20T12:53:17.583945Z
71 of 71 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 8340f05e-0e30-4ba1-bb49-71383ec03768 · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Finite-time analysis of the multiarmed bandit problem
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 56ca77d6-eb93-4dad-a71e-b415b748e8bd · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Transfer Learning for Bayesian Optimization: A Survey
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8dde72e9-fb46-4862-b71a-bfec0ac20fba · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Random search for hyper-parameter optimization
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 963d6b6c-0b40-4d1a-9ae6-fc3c2ae68e2d · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation afd40479-9661-4c5d-a1fa-f3e00c85fc62 · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Lucas, Peter I
Reference 5
Source-reported events for the cited work
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Observation a11580bc-1bfb-4c59-bc57-19193506695e · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Transfer Learning for Bayesian Optimization on Heterogeneous Search Spaces
Reference 6
Source-reported events for the cited work
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Observation d6d65341-0970-4ffd-8a16-99957f1e903d · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Initializing Bayesian hyperparam- eter optimization via meta-learning
Reference 7
Source-reported events for the cited work
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Observation a3b80c1f-5677-46b8-98d9-cc9446a97786 · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization A Tutorial on Bayesian Optimization
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6072c8e-ff9a-4689-84ba-4de7ab81680a · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Real-parameter black-box optimization benchmarking 2009: Noiseless functions definitions
Reference 9
Source-reported events for the cited work
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Observation cc57183b-8541-45fb-ab66-ceba9da3349a · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f0f5f29c-f1a8-4df1-949d-5e76dc001992 · outbound
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
Source-reported events for the cited work
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Observation 77fa145d-1c93-45ea-b203-e73e536d7057 · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Jones, Matthias Schonlau, and William J
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a14c8710-35a0-4a89-b856-6ae75063feaa · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization A flexible transfer learning framework for Bayesian optimization with convergence guarantee
Reference 13
Source-reported events for the cited work
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Observation 3a059f13-7a36-4538-8df8-233f8d848795 · outbound
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
Source-reported events for the cited work
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Observation b8ba7776-e15e-4760-8318-ee15ac054169 · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Unresolved cited work
Reference 15
Source-reported events for the cited work
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Observation 5b3b85a1-c434-456e-8484-562897975fd7 · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Hy- perparameter learning via distributional transfer
Reference 16
Source-reported events for the cited work
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Observation 36f7fb51-1485-4ef2-a71a-d1f20a30d07d · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Transfer learning based search space design for hyperparameter tuning
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 63205d6d-ba86-4f2f-84a2-acaae0d1d15f · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Blaschko
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 73ced233-e27a-4901-b64f-cffa17ae9010 · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Chip Placement with Deep Reinforcement Learning
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1841d1ac-44ab-471f-9b43-46efa8dc0e3b · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Moss, David S
Reference 20
Source-reported events for the cited work
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Observation d618e24b-7027-4343-b13b-870f749cd0ef · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Pfns4bo: In-context learning for Bayesian optimization
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0fa2182f-049c-4a25-bcbe-844d0f82b3a2 · outbound
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
Source-reported events for the cited work
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Observation 0ac537a7-2b5e-4f24-9d40-f80b62bc5756 · outbound
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
Source-reported events for the cited work
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Observation b8f671d0-5674-4df8-a3f4-0b3c87f16b71 · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Jomaa, Martin Wistuba, and Josif Grabocka
Reference 24
Source-reported events for the cited work
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Observation 204cfa3a-5b83-4878-a0e1-f5ea6d5fe731 · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Selecting optimal source for transfer learning in Bayesian optimisation
Reference 25
Source-reported events for the cited work
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Observation bd2670ff-cd47-4465-9bb6-0c4c6ceceb5a · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Unresolved cited work
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c06dfff-385d-4430-a287-79c3475a511b · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 665d42fd-197d-4361-a623-e90285981eec · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Scalable hyperparameter op- timization with products of Gaussian process experts
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 08c325e9-b358-44af-bf91-5848a5113083 · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Adams, and Nando de Freitas
Reference 29
Source-reported events for the cited work
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Observation 36eae66e-2d7c-4892-9178-d4b98946ed5c · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Macro placement by wire-mask-guided black-box optimization
Reference 30
Source-reported events for the cited work
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Observation e3d0d826-0816-4076-a123-2036d1fde438 · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Regret bounds for transfer learning in Bayesian optimisation
Reference 31
Source-reported events for the cited work
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Observation 37d2c84d-9332-467a-b465-8e88c8fb4930 · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Unresolved cited work
Reference 32
Source-reported events for the cited work
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Observation bb8e9ed8-20a7-4907-a60d-8687c5fc7c36 · outbound
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
Source-reported events for the cited work
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Observation 18579769-cae4-4bae-89f5-1f06bdabc71c · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 26f2843a-49db-422f-87b4-7fd4343ed5c3 · outbound
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
Source-reported events for the cited work
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Observation ea4b5538-aab9-41d1-b5e2-8f0691e6e73a · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Kakade, and Matthias W
Reference 36
Source-reported events for the cited work
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Observation 73f2a22f-bd2b-4ea5-a3c3-dd00fb804204 · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Multi-task Bayesian optimization
Reference 37
Source-reported events for the cited work
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Observation 724bce5b-6ef9-472c-8823-db3d33d4812a · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Transfer learning with Gaussian processes for Bayesian optimization
Reference 38
Source-reported events for the cited work
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Observation c7c71455-0220-419a-854b-ab3695f505fc · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Design-bench: Bench- marks for data-driven offline model-based optimization
Reference 39
Source-reported events for the cited work
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Observation 4882290c-1c05-4efc-b6c4-d884cd9b487c · outbound
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
Source-reported events for the cited work
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Observation b1a473c6-dc99-4454-a84e-4c2defe143dd · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Sample-Efficient Neural Architecture Search by Learning Action Space
Reference 41
Source-reported events for the cited work
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Observation 94810f5e-c74a-4f82-840d-fd0b1a8708d9 · outbound
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
Source-reported events for the cited work
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Observation 28cf5bca-5113-4315-b575-302df82351c8 · outbound
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
Source-reported events for the cited work
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Observation 8932b53f-c740-4bdb-8578-cbdcc28a6b20 · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Batched large-scale Bayesian optimization in high-dimensional spaces
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5b92d5af-e669-4741-b8f3-cc44ecd49e51 · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Meta-learning hyperparameter performance prediction with neural processes
Reference 45
Source-reported events for the cited work
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Observation d76332b1-a834-4fbf-82c5-62a893f9197d · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization The reparameterization trick for acquisition functions
Reference 46
Source-reported events for the cited work
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Observation 08d803f6-0c61-4f8f-9ba5-4c4f30e80a83 · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Few-shot Bayesian optimization with deep kernel sur- rogates
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 337d3a2b-a457-4f8f-887f-1f9b1d7289e0 · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Learning hyperparameter optimization initializations
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 62532f8b-e7ee-4ecd-b78d-84847e0e3f09 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 570b41e7-92f4-4328-99ad-28ad0450029f · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Two-stage transfer surrogate model for automatic hyperparameter optimization
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 54d9f04b-c38f-463c-9161-79a2b5dbb5ff · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Scalable Gaussian process-based transfer surrogates for hyperparameter optimization
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6a599b7e-1ec2-48ca-931e-57ff504846d6 · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Practical two-step lookahead bayesian optimization
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ba35f967-8ce4-4a85-af06-2a9239c39b55 · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Carlberg, Neil Walton, and Kody J
Reference 53
Source-reported events for the cited work
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Observation b1e44a3e-a031-4d32-b4d0-f1fe35098c5f · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Eagle strategy using lévy walk and firefly algorithms for stochastic optimization
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 808412ab-3655-44af-ab7a-8b1d01f04a42 · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Automated Machine Learning: From Principles to Practices
Reference 55
Source-reported events for the cited work
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Observation 5b939840-1b9e-4aa7-bb61-ed0f765d1d2f · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Unresolved cited work
Reference 56
Source-reported events for the cited work
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Observation 2de3c6ce-1029-4dec-8cf4-f64124f68a6e · outbound
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
Source-reported events for the cited work
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Observation b0304016-7328-4243-83b8-15d4f3551047 · outbound
Monte Carlo Tree Search based Space Transfer for Black-box Optimization Limitations
Reference 58
Source-reported events for the cited work
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Observation 4abc2fe7-85f7-476c-9a5e-52e0d7e860e3 · outbound
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
Source-reported events for the cited work
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Observation dc1bf383-d3a5-4d85-b543-3110c9348861 · outbound
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
Source-reported events for the cited work
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Observation 9bb4b319-5980-4922-ac8d-cb906616f42a · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a6b36f2d-4b4d-4806-a129-e5090715c7a1 · outbound
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
Source-reported events for the cited work
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Observation 7c3ef017-b55f-4a47-b483-7c46ae6fc6b7 · outbound
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
Source-reported events for the cited work
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Observation 6149b5aa-3a27-4e33-9572-e277b7229e92 · outbound
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
Source-reported events for the cited work
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Observation 7eb15c1e-adbe-4393-98fa-5f358b51cd23 · outbound
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Reference 65
Source-reported events for the cited work
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Observation bf6e459f-6780-497a-907e-2185b4870052 · outbound
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
Source-reported events for the cited work
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Observation cc050073-03e9-4e55-9df9-1cb786ea03ad · outbound
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
Source-reported events for the cited work
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Observation fcbd7de6-a8f0-4b0f-86ff-fe0b51fea650 · outbound
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
Source-reported events for the cited work
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Observation 132b083a-c407-4c4c-8bd2-27ffd65300d2 · outbound
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
Source-reported events for the cited work
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Observation 9cc9c019-23a0-4222-b480-41d082b63116 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c1f87c4-465c-4422-b9f9-0d9068bbc8fd · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b6975ffe-006f-4d35-b561-7fe03d7377f8 · inbound
Policy Guided Tree Search for Enhanced LLM Reasoning Monte Carlo Tree Search based Space Transfer for Black-box Optimization
Reference 59
Source-reported events for the cited work
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Observation d1465396-734f-42fb-9fff-4eadd7231305 · inbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.