Concepedia

Yair Carmon

YC

Statistics

Publications

25

Citations

1.4K

H-Index

18

Active since

2008

Affiliations

Stanford University(Current)

Tel Aviv University

Technion – Israel Institute of Technology

University of California, Berkeley

Yair Carmon is an author at Stanford University specializing in computer science, computing, and optimization.

Publications per year

2008–2023

25

Publications

25

Accelerated Methods for NonConvex Optimization

Yair Carmon, John C. Duchi, Oliver Hinder et al. · SIAM Journal on Optimization · 2018 · 211 citations

Natural Sciences, Computer Science, Mathematics +17

Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time

Mitchell Wortsman, Gabriel Ilharco, Samir Yitzhak Gadre et al. · arXiv (Cornell University) · 2022 · 206 citations · Full text

Computing, Computer Science, Computer Vision +14

No bad local minima: Data independent training error guarantees for multilayer neural networks

Daniel Soudry, Yair Carmon · arXiv (Cornell University) · 2016 · 159 citations · Full text

Computing, Computer Science, Machine Learning +16

Lower bounds for non-convex stochastic optimization

Yossi Arjevani, Yair Carmon, John C. Duchi et al. · Mathematical Programming · 2022 · 141 citations

Natural Sciences, Computer Science, Mathematics +12

DataComp: In search of the next generation of multimodal datasets

Samir Yitzhak Gadre, Gabriel Ilharco, Alex Chengyu Fang et al. · arXiv (Cornell University) · 2023 · 74 citations · Full text

Computing, Computer Science, Computer Vision +13

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