More from the Same Authors

• 2022 : Denoised Smoothing with Sample Rejection for Robustifying Pretrained Classifiers »
  Fatemeh Sheikholeslami · Wan-Yi Lin · Jan Hendrik Metzen · Huan Zhang · J. Zico Kolter
• 2022 : On the Robustness of Safe Reinforcement Learning under Observational Perturbations »
  ZUXIN LIU · Zijian Guo · Zhepeng Cen · Huan Zhang · Jie Tan · Bo Li · DING ZHAO
• 2022 : Evaluating Worst Case Adversarial Weather Perturbations Robustness »
  Yihan Wang · Yunhao Ba · Howard Zhang · Huan Zhang · Achuta Kadambi · Stefano Soatto · Alex Wong · Cho-Jui Hsieh
• 2022 : Closing Remarks »
  Huan Zhang · Linyi Li
• 2022 : Panel Discussion »
  Kamalika Chaudhuri · Been Kim · Dorsa Sadigh · Huan Zhang · Linyi Li
• 2022 Workshop: Trustworthy and Socially Responsible Machine Learning »
  Huan Zhang · Linyi Li · Chaowei Xiao · J. Zico Kolter · Anima Anandkumar · Bo Li
• 2022 Spotlight: Fairness in Federated Learning via Core-Stability »
  Bhaskar Ray Chaudhury · Linyi Li · Mintong Kang · Bo Li · Ruta Mehta
• 2022 Spotlight: LOT: Layer-wise Orthogonal Training on Improving l2 Certified Robustness »
  Xiaojun Xu · Linyi Li · Bo Li
• 2022 Spotlight: Lightning Talks 5B-1 »
  Devansh Arpit · Xiaojun Xu · Zifan Shi · Ivan Skorokhodov · Shayan Shekarforoush · Zhan Tong · Yiqun Wang · Shichong Peng · Linyi Li · Ivan Skorokhodov · Huan Wang · Yibing Song · David Lindell · Yinghao Xu · Seyed Alireza Moazenipourasil · Sergey Tulyakov · Peter Wonka · Yiqun Wang · Ke Li · David Fleet · Yujun Shen · Yingbo Zhou · Bo Li · Jue Wang · Peter Wonka · Marcus Brubaker · Caiming Xiong · Limin Wang · Deli Zhao · Qifeng Chen · Dit-Yan Yeung
• 2022 Spotlight: Certifying Some Distributional Fairness with Subpopulation Decomposition »
  Mintong Kang · Linyi Li · Maurice Weber · Yang Liu · Ce Zhang · Bo Li
• 2022 Poster: Improving Certified Robustness via Statistical Learning with Logical Reasoning »
  Zhuolin Yang · Zhikuan Zhao · Boxin Wang · Jiawei Zhang · Linyi Li · Hengzhi Pei · Bojan Karlaš · Ji Liu · Heng Guo · Ce Zhang · Bo Li
• 2022 Poster: Fairness in Federated Learning via Core-Stability »
  Bhaskar Ray Chaudhury · Linyi Li · Mintong Kang · Bo Li · Ruta Mehta
• 2022 Poster: Certifying Some Distributional Fairness with Subpopulation Decomposition »
  Mintong Kang · Linyi Li · Maurice Weber · Yang Liu · Ce Zhang · Bo Li
• 2022 Poster: LOT: Layer-wise Orthogonal Training on Improving l2 Certified Robustness »
  Xiaojun Xu · Linyi Li · Bo Li
• 2022 Poster: Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation »
  Zhouxing Shi · Yihan Wang · Huan Zhang · J. Zico Kolter · Cho-Jui Hsieh
• 2022 Poster: Are AlphaZero-like Agents Robust to Adversarial Perturbations? »
  Li-Cheng Lan · Huan Zhang · Ti-Rong Wu · Meng-Yu Tsai · I-Chen Wu · Cho-Jui Hsieh
• 2022 Poster: General Cutting Planes for Bound-Propagation-Based Neural Network Verification »
  Huan Zhang · Shiqi Wang · Kaidi Xu · Linyi Li · Bo Li · Suman Jana · Cho-Jui Hsieh · J. Zico Kolter
• 2021 Poster: TRS: Transferability Reduced Ensemble via Promoting Gradient Diversity and Model Smoothness »
  Zhuolin Yang · Linyi Li · Xiaojun Xu · Shiliang Zuo · Qian Chen · Pan Zhou · Benjamin Rubinstein · Ce Zhang · Bo Li
• 2020 Poster: Automatic Perturbation Analysis for Scalable Certified Robustness and Beyond »
  Kaidi Xu · Zhouxing Shi · Huan Zhang · Yihan Wang · Kai-Wei Chang · Minlie Huang · Bhavya Kailkhura · Xue Lin · Cho-Jui Hsieh
• 2020 Poster: Robust Deep Reinforcement Learning against Adversarial Perturbations on State Observations »
  Huan Zhang · Hongge Chen · Chaowei Xiao · Bo Li · Mingyan Liu · Duane Boning · Cho-Jui Hsieh
• 2020 Spotlight: Robust Deep Reinforcement Learning against Adversarial Perturbations on State Observations »
  Huan Zhang · Hongge Chen · Chaowei Xiao · Bo Li · Mingyan Liu · Duane Boning · Cho-Jui Hsieh
• 2020 Poster: An Efficient Adversarial Attack for Tree Ensembles »
  Chong Zhang · Huan Zhang · Cho-Jui Hsieh