Preventing Gradient Attenuation in Lipschitz Constrained Convolutional Networks. - Qiyang Li; Saminul Haque; Cem Anil; James Lucas; Roger B. Grosse; Jörn-Henrik Jacobsen (NeurIPS, 2019)

Is Importance Weighting Incompatible with Interpolating Classifiers? - Ke Alexander Wang; Niladri Shekhar Chatterji; Saminul Haque; Tatsunori Hashimoto (ICLR, 2022)

A Pretty Fast Algorithm for Adaptive Private Mean Estimation. - Rohith Kuditipudi; John C. Duchi; Saminul Haque (COLT, 2023)

A Fast Algorithm for Adaptive Private Mean Estimation. - John C. Duchi; Saminul Haque; Rohith Kuditipudi (CoRR, 2023)

Undersampling is a Minimax Optimal Robustness Intervention in Nonparametric Classification. - Niladri S. Chatterji; Saminul Haque; Tatsunori Hashimoto (Trans. Mach. Learn. Res., 2023)

Universally Instance-Optimal Mechanisms for Private Statistical Estimation. - Hilal Asi; John C. Duchi; Saminul Haque; Zewei Li; Feng Ruan (COLT, 2024)

An information-theoretic lower bound in time-uniform estimation. - John C. Duchi; Saminul Haque (COLT, 2024)

Near-Exact Privacy Amplification for Matrix Mechanisms. - Christopher A. Choquette-Choo; Arun Ganesh; Saminul Haque; Thomas Steinke 002; Abhradeep Guha Thakurta (ICLR, 2025)

A fast and slightly robust covariance estimator. - John C. Duchi; Saminul Haque; Rohith Kuditipudi (CoRR, 2025)