Concepedia

Rebecca Roelofs

RR

Statistics

Publications

25

Citations

2.7K

H-Index

21

Active since

1950

Affiliations

Google (United States)(Current)

University of California, Berkeley

Berkeley College

Brain (Germany)

Rebecca Roelofs is an author at Google (United States) specializing in computer science, computing, and machine learning.

Publications per year

1950–2023

25

Publications

25

The Marginal Value of Adaptive Gradient Methods in Machine Learning

Ashia Wilson, Rebecca Roelofs, Mitchell Stern et al. · arXiv (Cornell University) · 2017 · 553 citations · Full text

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Do ImageNet Classifiers Generalize to ImageNet?

Benjamin Recht, Rebecca Roelofs, Ludwig Schmidt et al. · arXiv (Cornell University) · 2019 · 400 citations · Full text

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Robust fine-tuning of zero-shot models

Mitchell Wortsman, Gabriel Ilharco, Jong Wook Kim et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 367 citations

, , +10

The Marginal Value of Adaptive Gradient Methods in Machine Learning

Ashia Wilson, Rebecca Roelofs, Mitchell Stern et al. · Neural Information Processing Systems · 2017 · 246 citations

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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

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