Transfer Learning for Bayesian Optimization on Heterogeneous Search
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Transfer Learning for Bayesian Optimization on Heterogeneous Search Spaces

28 September 2023

Maria-Irina Nicolae

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Papers citing "Transfer Learning for Bayesian Optimization on Heterogeneous Search Spaces"

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Title
Towards Universal Offline Black-Box Optimization via Learning Language Model Embeddings Rong-Xi Tan Ming Chen Ke Xue Yao Wang Yaoyuan Wang Sheng Fu Chao Qian OffRL 163 3 0 08 Jun 2025
QuestBench: Can LLMs ask the right question to acquire information in reasoning tasks? Belinda Z. Li Been Kim Zehao Wang LRM 349 16 0 28 Mar 2025
Large Language Model as Meta-Surrogate for Data-Driven Many-Task Optimization: A Proof-of-Principle Study Wei Wei Yue-Jiao Gong Jun Zhang 239 1 0 11 Mar 2025
Monte Carlo Tree Search based Space Transfer for Black-box OptimizationNeural Information Processing Systems (NeurIPS), 2024 Shukuan Wang Ke Xue Lei Song Xiaobin Huang Chao Qian 251 6 0 10 Dec 2024
Language Model Embeddings Can Be Sufficient for Bayesian Optimization Tung Nguyen Qiuyi Zhang Bangding Yang Chansoo Lee J. Bornschein Yingjie Miao Sagi Perel Yutian Chen Xingyou Song BDL 341 9 0 14 Oct 2024
Sample-Efficient Bayesian Optimization with Transfer Learning for Heterogeneous Search Spaces Aryan Deshwal Sait Cakmak Yuhou Xia David Eriksson 152 0 0 09 Sep 2024
OmniPred: Language Models as Universal Regressors Xingyou Song Oscar Li Chansoo Lee Bangding Yang Daiyi Peng Sagi Perel Yutian Chen 355 32 0 22 Feb 2024
Bayesian Inverse Transfer in Evolutionary Multiobjective Optimization Jiao Liu Abhishek Gupta Yew-Soon Ong 203 1 0 22 Dec 2023
Provably Efficient Bayesian Optimization with Unknown Gaussian Process Hyperparameter Estimation Huong Ha Vu-Linh Nguyen Hung Tran-The Hongyu Zhang Xiuzhen Zhang Anton Van Den Hengel 251 1 0 12 Jun 2023