Concepedia

Ramtin Pedarsani

RP

53

Publications

3.3K

Citations

26

H-Index

2011

Active since

Affiliations

University of California, Santa Barbara(Current)

University of California, Berkeley

University of Southern California

Southern California University for Professional Studies

Stanford University

Ramtin Pedarsani is an author at University of California, Santa Barbara specializing in engineering, computer science, and edge computing.

Top concepts

EngineeringComputer ScienceEdge ComputingData ScienceCloud ComputingMachine LearningParallel ComputingCluster ComputingSystems EngineeringOperations Research

Publications per year

2011–2022

53

Publications

53

Speeding Up Distributed Machine Learning Using Codes

Kangwook Lee, Maximilian Lam, Ramtin Pedarsani et al. · IEEE Transactions on Information Theory · 2017 · 862 citations · Full text

FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization

Amirhossein Reisizadeh, Aryan Mokhtari, Hamed Hassani et al. · arXiv (Cornell University) · 2019 · 260 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +14

Online Coded Caching

Ramtin Pedarsani, Mohammad Ali Maddah-Ali, Urs Niesen · IEEE/ACM Transactions on Networking · 2015 · 247 citations

Web Cache, Cluster Computing, Engineering +15

An Exact Quantized Decentralized Gradient Descent Algorithm

Amirhossein Reisizadeh, Aryan Mokhtari, Hamed Hassani et al. · IEEE Transactions on Signal Processing · 2019 · 142 citations · Full text

Mathematical Programming, Engineering, Distributed Coordination +10

On the construction of polar codes

Ramtin Pedarsani, S. Hamed Hassani, Ido Tal et al. · 2011 · 135 citations · Full text

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