Mohammad Mahdi Kamani

Adaptive Personalized Federated Learning

Yuyang Deng, Mohammad Mahdi Kamani, Mehrdad Mahdavi · arXiv (Cornell University) · 2020 · 337 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +14

Local SGD with Periodic Averaging: Tighter Analysis and Adaptive Synchronization

Farzin Haddadpour, Mohammad Mahdi Kamani, Mehrdad Mahdavi et al. · arXiv (Cornell University) · 2019 · 92 citations · Full text

Engineering, Distributed Algorithms, Clock Synchronization +17

Trading Redundancy for Communication: Speeding up Distributed SGD for Non-convex Optimization

Farzin Haddadpour, Mohammad Mahdi Kamani, Mehrdad Mahdavi et al. · 2019 · 50 citations

Engineering, Trading Redundancy, Stochastic Optimization +8

Federated Learning with Compression: Unified Analysis and Sharp Guarantees

Farzin Haddadpour, Mohammad Mahdi Kamani, Aryan Mokhtari et al. · arXiv (Cornell University) · 2020 · 28 citations · Full text

Mathematical Programming, Engineering, Machine Learning +10

FedRule: Federated Rule Recommendation System with Graph Neural Networks

Yuhang Yao, Mohammad Mahdi Kamani, Zhongwei Cheng et al. · 2023 · 21 citations