Aryan mokhtari

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August undefined, 2024

WebMore from the Same Authors. 2024 : Conditional gradient-based method for bilevel optimization with convex lower-level problem » Ruichen Jiang · Nazanin Abolfazli · Aryan Mokhtari · Erfan Yazdandoost Hamedani 2024 : Statistical and Computational Complexities of BFGS Quasi-Newton Method for Generalized Linear Models » Qiujiang Jin · Aryan … http://proceedings.mlr.press/v108/fallah20a.html

Aryan Mokhtari - Assistant Professor - The University …

Web11 feb 2024 · Aryan Mokhtari, Hamed Hassani, Amin Karbasi. In this paper, we showcase the interplay between discrete and continuous optimization in network-structured … Web14 feb 2024 · Exploiting Shared Representations for Personalized Federated Learning Liam Collins, Hamed Hassani, Aryan Mokhtari, Sanjay Shakkottai Deep neural networks … cko radio

Aryan MOKHTARI Assistant Professor PhD University …

WebAryan Mokhtari received a BSc in electrical engineering from Sharif University of Technology in Tehran in 2011, and an MSc in electrical engineering from the University … WebProceedings of Machine Learning Research Federated Learning with Compression: Unified Analysis and Sharp Guarantees Farzin Haddadpour, Mohammad Mahdi Kamani, Aryan Mokhtari, Mehrdad Mahdavi Proceedings of The 24th International Conference on Artificial Intelligence and Statistics , PMLR 130:2350-2358, 2024. Abstract WebAryan Mokhtari. Suggest Name; Emails. Enter email addresses associated with all of your current and historical institutional affiliations, as well as all your previous publications, … ck O\\u0027-

Personalized Federated Learning: A Meta-Learning Approach

Personalized Federated Learning with Theoretical Guarantees: A

WebNon è possibile visualizzare una descrizione perché il sito non lo consente. Web19 feb 2024 · Personalized Federated Learning: A Meta-Learning Approach. Alireza Fallah, Aryan Mokhtari, Asuman Ozdaglar. In Federated Learning, we aim to train models … c.korshinskii komWeb%0 Conference Paper %T One Sample Stochastic Frank-Wolfe %A Mingrui Zhang %A Zebang Shen %A Aryan Mokhtari %A Hamed Hassani %A Amin Karbasi %B Proceedings of the Twenty Third International Conference on Artificial Intelligence and Statistics %C Proceedings of Machine Learning Research %D 2024 %E Silvia Chiappa %E Roberto … c korv

"Web29 lug 2024 · This team includes electrical and computer engineering professors Sanjay Shakkottai, Constantine Caramanis and assistant professor Aryan Mokhtari. Their expertise is in bridging wireless networks and machine learning. Shakkottai is leading one of the research thrusts of the project, AI-based network resource allocation. " - Aryan mokhtari

Aryan mokhtari

On the Convergence Theory of Gradient-Based Model-Agnostic Meta …

WebAryan Mokhtari Home Publications News Bio Collaborators Contact CV Publications Dissertation [D1] A. Mokhtari. Efficient Methods for Large-Scale Empirical Risk … Web28 mar 2024 · Authors: Liam Collins, Hamed Hassani, Aryan Mokhtari, Sanjay Shakkottai. This repository contains the official code for our proposed method, FedRep, and the …

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WebAryan MOKHTARI, Assistant Professor Cited by 2,339 of University of Texas at Austin, TX (UT) Read 116 publications Contact Aryan MOKHTARI WebAryan Mokhtari Assistant Professor at The University of Texas at Austin Austin, Texas, United States 560 followers 496 connections Join to view …

WebARYAN MOKHTARI Massachusetts Institute of Technology Tel: (215)-808-4989 77 Massachusetts Avenue Email: [email protected] Room 32-D632 Skype: … Web%0 Conference Paper %T On the Convergence Theory of Gradient-Based Model-Agnostic Meta-Learning Algorithms %A Alireza Fallah %A Aryan Mokhtari %A Asuman Ozdaglar %B Proceedings of the Twenty Third International Conference on Artificial Intelligence and Statistics %C Proceedings of Machine Learning Research %D 2024 %E …

WebAryan Mokhtari Home Publications News Bio Collaborators Contact CV Publications Dissertation [D1] A. Mokhtari. Efficient Methods for Large-Scale Empirical Risk Minimization, Ph.D. Dissertation, University of Pennsylvania, 2024. [pdf] [Joseph and Rosaline Wolf Award for Best Doctoral Dissertation] Preprints WebAlireza Fallah∗, Aryan Mokhtari†, Asuman Ozdaglar Abstract In Federated Learning, we aim to train models across multiple computing units (users), while users can only …

http://www.ece.utexas.edu/people/faculty/aryan-mokhtari

Web27 ago 2024 · On the Convergence Theory of Gradient-Based Model-Agnostic Meta-Learning Algorithms. Alireza Fallah, Aryan Mokhtari, Asuman Ozdaglar. We study the … c korsningWebI am a 3rd-year Ph.D. student in the Department of ECE at UT Austin, advised by Prof. Aryan Mokhtari. Before UT, I received a B.E. degree in Electronic Engineering and a B.S. degree in Mathematics both from Tsinghua University in 2024. My current research interests lie in convex and non-convex optimization as well as online learning problems. c koseri utiWebRead Aryan Mokhtari's latest research, browse their coauthor's research, and play around with their algorithms c konjac prixWebKnowledge graph and natural language processing platform tailored for technology domain ck ostravaWebTowards Communication-Efficient Personalized Federated Learning via Representation Learning and Meta-Learning ck O\\u0027HaraWebFedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization Amirhossein Reisizadeh, Aryan Mokhtari, Hamed Hassani, Ali Jadbabaie, Ramtin Pedarsani Proceedings of the Twenty Third International Conference on Artificial Intelligence and Statistics , PMLR 108:2024-2031, 2024. Abstract c kosinskiWebAryan Mokhtari. Aryeh Kontorovich Ashia Camage Wilson Ashish Kapoor Ashok Cutkosky Asja Fischer Audrey Durand Aurelie Lozano Aurélien Bellet Aurelien Lucchi Badih Ghazi. Baharan Mirzasoleiman Balaji Lakshminarayanan Bamdev Mishra Baoyuan Wu Barnabas Poczos Behnam Neyshabur Ben Poole Benjamin Guedj Benjamin Moseley ck osu