Farzin Haddadpour

On the Convergence of Local Descent Methods in Federated Learning

Farzin Haddadpour, Mehrdad Mahdavi · arXiv (Cornell University) · 2019 · 170 citations · Full text

Computing, Computer Science, Distributed Systems +16

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

Computing, Computer Science, Algorithms +16

On the optimal recovery threshold of coded matrix multiplication

Mohammad Fahim, Haewon Jeong, Farzin Haddadpour et al. · 2017 · 84 citations

Computing, Computer Engineering, Computer Science +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

Natural Sciences, Communication, Computer Science +15

Codes for Distributed Finite Alphabet Matrix-Vector Multiplication

Farzin Haddadpour, Viveck R. Cadambe · 2018 · 30 citations

Computing, Computer Engineering, Computer Science +15