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Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach
International Conference on Artificial Intelligence and Statistics (AISTATS), 2022
25 June 2022
Syrine Belakaria
J. Doppa
Nicolò Fusi
Rishit Sheth
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Papers citing
"Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach"
3 / 3 papers shown
Stochastic Gradient Descent with Strategic Querying
Nanfei Jiang
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23 Aug 2025
Cost-aware Bayesian Optimization via the Pandora's Box Gittins Index
Neural Information Processing Systems (NeurIPS), 2024
Qian Xie
Raul Astudillo
P. Frazier
Ziv Scully
Alexander Terenin
631
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17 Jan 2025
Reducing Hyperparameter Tuning Costs in ML, Vision and Language Model Training Pipelines via Memoization-Awareness
Abdelmajid Essofi
Ridwan Salahuddeen
Munachiso Nwadike
Elnura Zhalieva
Kun Zhang
Eric P. Xing
Willie Neiswanger
Qirong Ho
VLM
286
0
0
06 Nov 2024
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