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Poster
Thu 14:00 On Kernelized Multi-Armed Bandits with Constraints
Xingyu Zhou · Bo Ji
Poster
Wed 14:00 Graph Neural Network Bandits
Parnian Kassraie · Andreas Krause · Ilija Bogunovic
Poster
Thu 14:00 Communication Efficient Distributed Learning for Kernelized Contextual Bandits
Chuanhao Li · Huazheng Wang · Mengdi Wang · Hongning Wang
Poster
Thu 14:00 Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel
Changyong Oh · Roberto Bondesan · Efstratios Gavves · Max Welling
Poster
Tue 9:00 A Robust Phased Elimination Algorithm for Corruption-Tolerant Gaussian Process Bandits
Ilija Bogunovic · Zihan Li · Andreas Krause · Jonathan Scarlett
Poster
Tue 9:00 Expected Improvement for Contextual Bandits
Hung Tran-The · Sunil Gupta · Santu Rana · Tuan Truong · Long Tran-Thanh · Svetha Venkatesh
Poster
Wed 14:00 Local Metric Learning for Off-Policy Evaluation in Contextual Bandits with Continuous Actions
Haanvid Lee · Jongmin Lee · Yunseon Choi · Wonseok Jeon · Byung-Jun Lee · Yung-Kyun Noh · Kee-Eung Kim