Kannan, Ramchandran

6 publications

ICML 2022 Neurotoxin: Durable Backdoors in Federated Learning Zhengming Zhang, Ashwinee Panda, Linyue Song, Yaoqing Yang, Michael Mahoney, Prateek Mittal, Ramchandran Kannan, Joseph Gonzalez

AISTATS 2021 Problem-Complexity Adaptive Model Selection for Stochastic Linear Bandits Avishek Ghosh, Abishek Sankararaman, Ramchandran Kannan

AISTATS 2020 Alternating Minimization Converges Super-Linearly for Mixed Linear Regression Avishek Ghosh, Ramchandran Kannan

ICML 2019 Defending Against Saddle Point Attack in Byzantine-Robust Distributed Learning Dong Yin, Yudong Chen, Ramchandran Kannan, Peter Bartlett

ICML 2019 Rademacher Complexity for Adversarially Robust Generalization Dong Yin, Ramchandran Kannan, Peter Bartlett

ICML 2018 Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates Dong Yin, Yudong Chen, Ramchandran Kannan, Peter Bartlett