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Poster
Tue 2:30 Offline Neural Contextual Bandits: Pessimism, Optimization and Generalization
Thanh Nguyen-Tang · Sunil Gupta · A. Tuan Nguyen · Svetha Venkatesh
Poster
Mon 18:30 Neural Contextual Bandits with Deep Representation and Shallow Exploration
Pan Xu · Zheng Wen · Handong Zhao · Quanquan Gu
Poster
Tue 10:30 Learning Neural Contextual Bandits through Perturbed Rewards
Yiling Jia · Weitong ZHANG · Dongruo Zhou · Quanquan Gu · Hongning Wang
Poster
Tue 18:30 Causal Contextual Bandits with Targeted Interventions
Chandrasekar Subramanian · Balaraman Ravindran
Spotlight
Wed 10:30 EE-Net: Exploitation-Exploration Neural Networks in Contextual Bandits
Yikun Ban · Yuchen Yan · Arindam Banerjee · Jingrui He
Poster
Wed 10:30 EE-Net: Exploitation-Exploration Neural Networks in Contextual Bandits
Yikun Ban · Yuchen Yan · Arindam Banerjee · Jingrui He