Kamani, Mohammad Mahdi

9 publications

NeurIPS 2023 Distributed Personalized Empirical Risk Minimization Yuyang Deng, Mohammad Mahdi Kamani, Pouria Mahdavinia, Mehrdad Mahdavi

NeurIPS 2023 Wyze Rule: Federated Rule Dataset for Rule Recommendation Benchmarking Mohammad Mahdi Kamani, Yuhang Yao, Hanjia Lyu, Zhongwei Cheng, Lin Chen, Liangju Li, Carlee Joe-Wong, Jiebo Luo

MLJ 2022 Efficient Fair Principal Component Analysis Mohammad Mahdi Kamani, Farzin Haddadpour, Rana Forsati, Mehrdad Mahdavi

NeurIPSW 2022 FedRule: Federated Rule Recommendation System with Graph Neural Networks Yuhang Yao, Mohammad Mahdi Kamani, Zhongwei Cheng, Lin Chen, Carlee Joe-Wong, Tianqiang Liu

ICLR 2022 Learning Distributionally Robust Models at Scale via Composite Optimization Farzin Haddadpour, Mohammad Mahdi Kamani, Mehrdad Mahdavi, Amin Karbasi

AISTATS 2021 Federated Learning with Compression: Unified Analysis and Sharp Guarantees Farzin Haddadpour, Mohammad Mahdi Kamani, Aryan Mokhtari, Mehrdad Mahdavi

NeurIPS 2020 Distributionally Robust Federated Averaging Yuyang Deng, Mohammad Mahdi Kamani, Mehrdad Mahdavi

NeurIPS 2019 Local SGD with Periodic Averaging: Tighter Analysis and Adaptive Synchronization Farzin Haddadpour, Mohammad Mahdi Kamani, Mehrdad Mahdavi, Viveck Cadambe

ICML 2019 Trading Redundancy for Communication: Speeding up Distributed SGD for Non-Convex Optimization Farzin Haddadpour, Mohammad Mahdi Kamani, Mehrdad Mahdavi, Viveck Cadambe