Publication List-Decodable Mean Estimation in Nearly-PCA Time Ilias Diakonikolas, Daniel Kane, Daniel Kongsgaard, Jerry Li, Kevin Tian NeurIPS 2021 | December 2021
Publication Optimality of Zeroth Order Gradient Ascent for Nonlinear Bandit Optimization Baihe Huang, Kaixuan Huang, Sham Kakade, Jason Lee, Qi Lei, Runzhe Wang, Jiaqi Yang NeurIPS 2021 | December 2021
Publication Dueling Bandits with Adversarial Sleeping Aadirupa Saha, Pierre Gaillard Thirty-Fifth Conference on Neural Information Processing Systems (NeurIPS) | December 2021
Publication Few-Shot Data-Driven Algorithms for Low Rank Approximation Piotr Indyk, Tal Wagner, David Woodruff NeurIPS 2021 | December 2021
Publication Reinforcement Learning in Linear MDPs: Constant Regret and Representation Selection Matteo Papini, Andrea Tirinzoni, Aldo Pacchiano, Marcello Restelli, Alessandro Lazaric, Matteo Pirotta NeurIPS 2021 | December 2021
Publication Robust Regression Revisited: Acceleration and Improved Estimation Rates Arun Jambulapati, Jerry Li, Kevin Tian NeurIPS 2021 | December 2021
Publication Bandits with Knapsacks beyond the Worst Case Karthik Abinav Sankararaman, Aleksandrs Slivkins (slivkins) NeurIPS 2021 | December 2021
Publication On the Convergence of Typical Decomposition Approaches in MOEA/D for Many-objective Optimization Problems Zhengxin Huang, Yuren Zhou, Chuan Luo, Qingwei Lin 林庆维 IJCAI 2021 | December 2021 Project
Publication On the Sample Complexity and Metastability of Heavy-tailed Policy Search in Continuous Control. A. Parayil, A. S. Bedi* (equal contribution), J. Zhang, M. Wang, A. Koppel December 2021
Publication Near-Optimal Lower Bounds For Convex Optimization For All Orders of Smoothness Ankit Garg, Robin Kothari, Praneeth Netrapalli, , Suhail Sherif NeurIPS 2021 | December 2021
