Concepedia
Statistics
Publications
67
Citations
3.7K
H-Index
30
Active since
2013
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
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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