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Tue 14:00 Provably Eļ¬ƒcient Actor-Critic for Risk-Sensitive and Robust Adversarial RL: A Linear-Quadratic Case
Yufeng Zhang · Zhuoran Yang · Zhaoran Wang
Tue 18:30 Adversarially Robust Estimate and Risk Analysis in Linear Regression
Yue Xing · Ruizhi Zhang · Guang Cheng
Thu 7:30 When Will Generative Adversarial Imitation Learning Algorithms Attain Global Convergence
Ziwei Guan · Tengyu Xu · Yingbin Liang
Thu 7:30 Smooth Bandit Optimization: Generalization to Holder Space
Yusha Liu · Yining Wang · Aarti Singh
Thu 7:30 Bayesian Inference with Certifiable Adversarial Robustness
Matthew Wicker · Luca Laurenti · Andrea Patane · Zhuotong Chen · Zheng Zhang · Marta Kwiatkowska
Thu 7:30 Stochastic Linear Bandits Robust to Adversarial Attacks
Ilija Bogunovic · Arpan Losalka · Andreas Krause · Jonathan Scarlett
Wed 6:00 Local Competition and Stochasticity for Adversarial Robustness in Deep Learning
Konstantinos Panagiotis Panousis · Sotirios Chatzis · Antonios Alexos · Sergios Theodoridis
Wed 6:00 An Analysis of the Adaptation Speed of Causal Models
Remi Le Priol · Reza Babanezhad · Yoshua Bengio · Simon Lacoste-Julien