Prediction with Corrupted Expert Advice. - Idan Amir; Idan Attias; Tomer Koren; Yishay Mansour; Roi Livni (NeurIPS, 2020)

SGD Generalizes Better Than GD (And Regularization Doesn't Help). - Idan Amir; Tomer Koren; Roi Livni (COLT, 2021)

Never Go Full Batch (in Stochastic Convex Optimization). - Idan Amir; Yair Carmon; Tomer Koren; Roi Livni (NeurIPS, 2021)

Better Best of Both Worlds Bounds for Bandits with Switching Costs. - Idan Amir; Guy Azov; Tomer Koren; Roi Livni (NeurIPS, 2022)

Thinking Outside the Ball: Optimal Learning with Gradient Descent for Generalized Linear Stochastic Convex Optimization. - Idan Amir; Roi Livni; Nati Srebro (NeurIPS, 2022)