Concepedia

Enayat Ullah

EU

4

Publications

195

Citations

4

H-Index

2018

Active since

Affiliations

University of California, Berkeley(Current)

Johns Hopkins University

Enayat Ullah is an author at University of California, Berkeley specializing in computer science, machine learning, and engineering.

Top concepts

EngineeringComputer ScienceMachine LearningComputer EngineeringDeep LearningArtificial IntelligenceData ScienceConvex OptimizationDistributed LearningParallel Programming

Publications per year

2018–2020

4

Publications

4

Convergence guarantees for RMSProp and ADAM in non-convex optimization and an empirical comparison to Nesterov acceleration

Soham De, Anirbit Mukherjee, Enayat Ullah · arXiv (Cornell University) · 2018 · 82 citations · Full text

Mathematical Programming, Artificial Intelligence, Engineering +20

FetchSGD: Communication-Efficient Federated Learning with Sketching

Daniel Rothchild, Ashwinee Panda, Enayat Ullah et al. · arXiv (Cornell University) · 2020 · 65 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +15

Convergence guarantees for RMSProp and ADAM in non-convex optimization and their comparison to Nesterov acceleration on autoencoders.

Amitabh Basu, Soham De, Anirbit Mukherjee et al. · arXiv (Cornell University) · 2018 · 32 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Communication-efficient distributed SGD with Sketching

Nikita Ivkin, Daniel Rothchild, Enayat Ullah et al. · arXiv (Cornell University) · 2019 · 16 citations · Full text

Engineering, Machine Learning, Network Analysis +16

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