Maros, Marie

5 publications

JMLR 2025 Decentralized Sparse Linear Regression via Gradient-Tracking Marie Maros, Gesualdo Scutari, Ying Sun, Guang Cheng

NeurIPS 2025 Sparse Polyak: An Adaptive Step Size Rule for High-Dimensional M-Estimation Tianqi Qiao, Marie Maros

NeurIPS 2023 Decentralized Matrix Sensing: Statistical Guarantees and Fast Convergence Marie Maros, Gesualdo Scutari

NeurIPS 2022 Acceleration in Distributed Sparse Regression Marie Maros, Gesualdo Scutari

NeurIPS 2022 DGD^2: A Linearly Convergent Distributed Algorithm for High-Dimensional Statistical Recovery Marie Maros, Gesualdo Scutari