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Workshop
Adaptive Partitioning Schemes for Black-Box Optimization
Raja Sunkara · Ardhendu S Tripathy
Poster
Wed 16:30 Stopping Bayesian Optimization with Probabilistic Regret Bounds
James Wilson
Poster
Fri 11:00 Bayesian Optimization of Functions over Node Subsets in Graphs
Huidong Liang · Xingchen Wan · Xiaowen Dong
Poster
ReLIZO: Sample Reusable Linear Interpolation-based Zeroth-order Optimization
Xiaoxing Wang · Xiaohan Qin · Xiaokang Yang · Junchi Yan
Poster
Thu 11:00 This Too Shall Pass: Removing Stale Observations in Dynamic Bayesian Optimization
Anthony Bardou · Patrick Thiran · Giovanni Ranieri
Workshop
Lightspeed Black-box Bayesian Optimization via Local Score Matching
Yakun Wang · Sherman Khoo · Song Liu
Poster
Wed 11:00 No-Regret Bandit Exploration based on Soft Tree Ensemble Model
Shogo Iwazaki · Shinya Suzumura
Poster
Thu 16:30 Robust and Faster Zeroth-Order Minimax Optimization: Complexity and Applications
Weixin An · Yuanyuan Liu · Fanhua Shang · Hongying Liu
Poster
Wed 16:30 Stepping Forward on the Last Mile
Chen Feng · Jay Zhuo · Parker Zhang · Ramchalam Kinattinkara Ramakrishnan · Zhaocong Yuan · Andrew Zou Li
Poster
Fri 11:00 Active Set Ordering
Quoc Phong Nguyen · Sunil Gupta · Svetha Venkatesh · Bryan Kian Hsiang Low · Patrick Jaillet
Poster
Thu 16:30 How Does Black-Box Impact the Learning Guarantee of Stochastic Compositional Optimization?
Jun Chen · Hong Chen · Bin Gu
Poster
Wed 16:30 Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimization
ZHEYI FAN · Wenyu Wang · Szu Hui Ng · Qingpei Hu