Ullah, Enayat

15 publications

NeurIPS 2024 Adversarially Robust Multi-Task Representation Learning Austin Watkins, Thanh Nguyen-Tang, Enayat Ullah, Raman Arora

ALT 2024 Differentially Private Non-Convex Optimization Under the KL Condition with Optimal Rates Michael Menart, Enayat Ullah, Raman Arora, Raef Bassily, Cristobal Guzman

NeurIPS 2024 Public-Data Assisted Private Stochastic Optimization: Power and Limitations Enayat Ullah, Michael Menart, Raef Bassily, Cristóbal Guzmán, Raman Arora

TMLR 2023 Clustering Using Approximate Nearest Neighbour Oracles Enayat Ullah, Harry Lang, Raman Arora, Vladimir Braverman

ICML 2023 Faster Rates of Convergence to Stationary Points in Differentially Private Optimization Raman Arora, Raef Bassily, Tomás González, Cristóbal A Guzmán, Michael Menart, Enayat Ullah

ICML 2023 From Adaptive Query Release to Machine Unlearning Enayat Ullah, Raman Arora

TMLR 2023 Generalization Bounds for Kernel Canonical Correlation Analysis Enayat Ullah, Raman Arora

NeurIPS 2023 Optimistic Rates for Multi-Task Representation Learning Austin Watkins, Enayat Ullah, Thanh Nguyen-Tang, Raman Arora

ICML 2023 Private Federated Learning with Autotuned Compression Enayat Ullah, Christopher A. Choquette-Choo, Peter Kairouz, Sewoong Oh

NeurIPS 2022 Adversarial Robustness Is at Odds with Lazy Training Yunjuan Wang, Enayat Ullah, Poorya Mianjy, Raman Arora

NeurIPS 2022 Differentially Private Generalized Linear Models Revisited Raman Arora, Raef Bassily, Cristóbal Guzmán, Michael Menart, Enayat Ullah

COLT 2021 Machine Unlearning via Algorithmic Stability Enayat Ullah, Tung Mai, Anup Rao, Ryan A. Rossi, Raman Arora

ICML 2020 FetchSGD: Communication-Efficient Federated Learning with Sketching Daniel Rothchild, Ashwinee Panda, Enayat Ullah, Nikita Ivkin, Ion Stoica, Vladimir Braverman, Joseph Gonzalez, Raman Arora

NeurIPS 2019 Communication-Efficient Distributed SGD with Sketching Nikita Ivkin, Daniel Rothchild, Enayat Ullah, Vladimir Braverman, Ion Stoica, Raman Arora

NeurIPS 2018 Streaming Kernel PCA with $\tilde{O}(\sqrt{n})$ Random Features Enayat Ullah, Poorya Mianjy, Teodor Vanislavov Marinov, Raman Arora