Toulis, Panos

7 publications

AISTATS 2023 “Plus/minus the Learning Rate”: Easy and Scalable Statistical Inference with SGD Jerry Chee, Hwanwoo Kim, Panos Toulis

L4DC 2022 Convergence and Stability of the Stochastic Proximal Point Algorithm with Momentum Junhyung Lyle Kim, Panos Toulis, Anastasios Kyrillidis

ICML 2021 Robust Inference for High-Dimensional Linear Models via Residual Randomization Y. Samuel Wang, Si Kai Lee, Panos Toulis, Mladen Kolar

AISTATS 2020 Dynamical Systems Theory for Causal Inference with Application to Synthetic Control Methods Yi Ding, Panos Toulis

AISTATS 2018 Convergence Diagnostics for Stochastic Gradient Descent with Constant Learning Rate Jerry Chee, Panos Toulis

AISTATS 2016 Towards Stability and Optimality in Stochastic Gradient Descent Panos Toulis, Dustin Tran, Edoardo M. Airoldi

ICML 2013 Estimation of Causal Peer Influence Effects Panos Toulis, Edward Kao