Optimal Mini-Batch and Step Sizes for SAGA. - Nidham Gazagnadou; Robert M. Gower; Joseph Salmon (ICML, 2019)

Towards closing the gap between the theory and practice of SVRG. - Othmane Sebbouh; Nidham Gazagnadou; Samy Jelassi; Francis R. Bach; Robert M. Gower (NeurIPS, 2019)

Cutting Some Slack for SGD with Adaptive Polyak Stepsizes. - Robert M. Gower; Mathieu Blondel; Nidham Gazagnadou; Fabian Pedregosa (CoRR, 2022)

RidgeSketch: A Fast Sketching Based Solver for Large Scale Ridge Regression. - Nidham Gazagnadou; Mark Ibrahim; Robert M. Gower (SIAM J. Matrix Anal. Appl., 2022)

Privacy Assessment on Reconstructed Images: Are Existing Evaluation Metrics Faithful to Human Perception? - Xiaoxiao Sun 002; Nidham Gazagnadou; Vivek Sharma 001; Lingjuan Lyu; Hongdong Li; Liang Zheng 001 (NeurIPS, 2023)

On the Hardness of Robustness Transfer: A Perspective from Rademacher Complexity over Symmetric Difference Hypothesis Space. - Yuyang Deng; Nidham Gazagnadou; Junyuan Hong; Mehrdad Mahdavi; Lingjuan Lyu (CoRR, 2023)

FedP3: Federated Personalized and Privacy-friendly Network Pruning under Model Heterogeneity. - Kai Yi; Nidham Gazagnadou; Peter Richtárik; Lingjuan Lyu (ICLR, 2024)