Concepedia

Aryan Mokhtari

AM

67

Publications

3.7K

Citations

30

H-Index

2013

Active since

Affiliations

University of Pennsylvania(Current)

The University of Texas at Austin

Massachusetts Institute of Technology

University of Science and Technology of China

University of California, Santa Barbara

Aryan Mokhtari is an author at University of Pennsylvania specializing in engineering, computer science, and approximation theory.

Top concepts

EngineeringComputer ScienceMachine LearningMathematical ProgrammingApproximation TheoryConvex OptimizationData ScienceNumerical AnalysisStochastic OptimizationDistributed Learning

Publications per year

2013–2023

67

Publications

67

Personalized Federated Learning with Theoretical Guarantees: A Model-Agnostic Meta-Learning Approach

Alireza Fallah, Aryan Mokhtari, Asuman Ozdaglar · Neural Information Processing Systems · 2020 · 382 citations

Artificial Intelligence, Engineering, Machine Learning +7

Personalized Federated Learning: A Meta-Learning Approach

Alireza Fallah, Aryan Mokhtari, Asuman Ozdaglar · arXiv (Cornell University) · 2020 · 363 citations · Full text

Artificial Intelligence, Meta-learning Approach, Engineering +14

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

Network Newton Distributed Optimization Methods

Aryan Mokhtari, Qing Ling, Alejandro Ribeiro · IEEE Transactions on Signal Processing · 2016 · 185 citations

Mathematical Programming, Numerical Analysis, Engineering +16

RES: Regularized Stochastic BFGS Algorithm

Aryan Mokhtari, Alejandro Ribeiro · IEEE Transactions on Signal Processing · 2014 · 164 citations · Full text

Mathematical Programming, Numerical Analysis, Gradient Descent +17

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