Aryan Mokhtari

Affiliations

University of Texas at Austin

papers

281

total citations

papers (16)

FedAvg with Fine Tuning: Local Updates Lead to Representation Learning

NEURIPS 2022arXiv

118

citations

Generalization of Model-Agnostic Meta-Learning Algorithms: Recurring and Unseen Tasks

NEURIPS 2021arXiv

citations

On the Convergence Theory of Debiased Model-Agnostic Meta-Reinforcement Learning

NEURIPS 2021arXiv

citations

Task-Robust Model-Agnostic Meta-Learning

NEURIPS 2020arXiv

citations

Provable Multi-Task Representation Learning by Two-Layer ReLU Neural Networks

ICML 2024arXiv

citations

Projection-Free Methods for Stochastic Simple Bilevel Optimization with Convex Lower-level Problem

NEURIPS 2023arXiv

citations

Accelerated Quasi-Newton Proximal Extragradient: Faster Rate for Smooth Convex Optimization

NEURIPS 2023arXiv

citations

On the Crucial Role of Initialization for Matrix Factorization

ICLR 2025arXiv

citations

Submodular Meta-Learning

NEURIPS 2020arXiv

citations

Exploiting Local Convergence of Quasi-Newton Methods Globally: Adaptive Sample Size Approach

NEURIPS 2021arXiv

citations

Greedy Pruning with Group Lasso Provably Generalizes for Matrix Sensing

NEURIPS 2023arXiv

citations

Affine-Invariant Global Non-Asymptotic Convergence Analysis of BFGS under Self-Concordance

NEURIPS 2025arXiv

citations

Learning Mixtures of Experts with EM: A Mirror Descent Perspective

ICML 2025arXiv

citations

Second Order Optimality in Decentralized Non-Convex Optimization via Perturbed Gradient Tracking

NEURIPS 2020

citations

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

NEURIPS 2020

citations

Provable Meta-Learning with Low-Rank Adaptations

NEURIPS 2025arXiv

citations