Concepedia

Alireza Fallah

AF

Statistics

Publications

14

Citations

1.2K

H-Index

12

Active since

2007

Affiliations

Massachusetts Institute of Technology(Current)

Rutgers, The State University of New Jersey

Pennsylvania State University

The University of Texas at Austin

Alireza Fallah is an author at Massachusetts Institute of Technology specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningStochastic OptimizationApproximation TheoryData ScienceMeta-learningConvex OptimizationDistributed LearningArtificial Intelligence

Publications per year

2007–2023

14

Publications

14

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

Effects of low-level He–Ne laser irradiation on the gene expression of IL-1β, TNF-α, IFN-γ, TGF-β, bFGF, and PDGF in rat’s gingiva

Mohammadreza Safavi, Bahram Kazemi, Mostafa Esmaeili et al. · Lasers in Medical Science · 2007 · 169 citations

Photocarcinogenesis, Immunology, Fibroblast Growth Factor +7

On the Convergence Theory of Gradient-Based Model-Agnostic Meta-Learning Algorithms

Alireza Fallah, Aryan Mokhtari, Asuman Ozdaglar · arXiv (Cornell University) · 2019 · 56 citations · Full text

Model Optimization, Engineering, Machine Learning +14

On the Convergence Theory of Gradient-Based Model-Agnostic Meta-Learning Algorithms

Alireza Fallah, Aryan Mokhtari, Asuman Ozdaglar · International Conference on Artificial Intelligence and Statistics · 2020 · 39 citations

Mathematical Programming, Engineering, Machine Learning +16

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