Yuyang Deng, Mohammadreza M. Kalan, Eitan J. Neugut, Mehrdad Mahdavi. Constrained Nonconvex Stochastic Optimization with One Projection. 2026. [ arXiv ]
Mohammadreza M. Kalan, Yuyang Deng, Sanaz Hamidi. Classification with Abstention Under Class-Conditional Error Constraints. 2026. [ arXiv ]
Théo Paquier, Alexandre B. Tsybakov, François Portier, Mohammadreza M. Kalan. Minimax optimality for sequential gradient-free minimization of smooth functions and their derivatives. 2026. [ arXiv ]
Mohammadreza M. Kalan, Samory Kpotufe. Distribution-Free Rates in Neyman-Pearson Classification. 2024. [ arXiv ]
Published papers
Mohammadreza M. Kalan, Yuyang Deng, Eitan J. Neugut, Samory Kpotufe. Neyman-Pearson Classification under Both Null and Alternative Distributions Shift. ICLR 2026. [ Publication ]
Touqeer Ahmad, Mohammadreza M. Kalan, François Portier, Gilles Stupfler. Concentration and excess risk bounds for imbalanced classification with synthetic oversampling. NeurIPS 2025. [ Publication ]
Mohammadreza M. Kalan, Eitan J. Neugut, Samory Kpotufe. Transfer Neyman-Pearson Algorithm for Outlier Detection. AISTATS 2025. [ Publication ]
Mohammadreza M. Kalan, Samory Kpotufe. Tight Rates in Supervised Outlier Transfer Learning. ICLR 2024. [ Publication ]
Mohammadreza M. Kalan, Mahdi Soltanolkotabi, A. Salman Avestimehr. Statistical Minimax Lower Bounds for Transfer Learning in Linear Binary Classification. IEEE ISIT 2022. [ Publication ]
A. Salman Avestimehr, Mohammadreza M. Kalan, Mahdi Soltanolkotabi. Fundamental Resource Trade-offs for Encoded Distributed Optimization. Information and Inference: A Journal of the IMA, 10(1):231–260, 2021. [ Publication ]
Mohammadreza M. Kalan, Zalan Fabian, A. Salman Avestimehr, Mahdi Soltanolkotabi. Minimax Lower Bounds for Transfer Learning with Linear and One-hidden Layer Neural Networks. NeurIPS 2020. [ PDF ]
Qian Yu, Songze Li, Netanel Raviv, Mohammadreza M. Kalan, Mahdi Soltanolkotabi, Salman A. Avestimehr. Lagrange Coded Computing: Optimal Design for Resiliency, Security, and Privacy. AISTATS 2019. [ Publication ]
Mohammadreza M. Kalan, Mahdi Soltanolkotabi, A. Salman Avestimehr. Fitting ReLUs via SGD and Quantized SGD. IEEE ISIT 2019. [ Publication ]
Songze Li, Mohammadreza M. Kalan, A. Salman Avestimehr, Mahdi Soltanolkotabi. Near-Optimal Straggler Mitigation for Distributed Gradient Methods. IEEE IPDPS Workshops 2018. [ Publication ]