Concepedia

Andrew Slavin Ross

AS

Statistics

Publications

16

Citations

1.9K

H-Index

15

Active since

2000

Affiliations

Harvard University(Current)

Harvard University Press

New York University

University of Colorado Boulder

University of Wisconsin–Madison

Andrew Slavin Ross is an author at Harvard University specializing in computer science, machine learning, and computing.

Publications per year

2000–2022

16

Publications

16

Changing the intellectual climate

Noel Castree, William M. Adams, John Barry et al. · Nature Climate Change · 2014 · 509 citations · Full text

Humanities, Cultural Studies, Intellectual History +4

Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing Their Input Gradients

Andrew Slavin Ross, Finale Doshi‐Velez · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 460 citations · Full text

Computing, Computer Science, Computer Security +11

Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing their Input Gradients

Andrew Slavin Ross, Finale Doshi‐Velez · arXiv (Cornell University) · 2017 · 281 citations · Full text

Computing, Computer Science, Computer Security +11

Tackling Climate Change with Machine Learning

David Rolnick, Priya L. Donti, Lynn H. Kaack et al. · ACM Computing Surveys · 2022 · 193 citations · Full text

Computing, Computer Science, Data Science +13

Benchmarking of Machine Learning Ocean Subgrid Parameterizations in an Idealized Model

Andrew Slavin Ross, Ziwei Li, Pavel Perezhogin et al. · Journal of Advances in Modeling Earth Systems · 2022 · 72 citations · Full text

Natural Sciences, Computer Science, Oceanography +17

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