Concepedia

Farzin Haddadpour

FH

Statistics

Publications

13

Citations

562

H-Index

12

Active since

2012

Affiliations

Pennsylvania State University(Current)

Carnegie Mellon University

Sharif University of Technology

Farzin Haddadpour is an author at Pennsylvania State University specializing in engineering, computer science, and parallel computing.

Top concepts

EngineeringComputer ScienceParallel ComputingDistributed LearningSignal ProcessingParallel ProgrammingDistributed OptimizationData ScienceMachine LearningFederated Learning

Publications per year

2012–2020

13

Publications

13

On the Convergence of Local Descent Methods in Federated Learning

Farzin Haddadpour, Mehrdad Mahdavi · arXiv (Cornell University) · 2019 · 169 citations · Full text

Local Sgd, Cluster Computing, Engineering +12

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

On the optimal recovery threshold of coded matrix multiplication

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

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

Codes for Distributed Finite Alphabet Matrix-Vector Multiplication

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

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