Andrew Slavin Ross - Concepedia

Author

Andrew Slavin Ross

Harvard University ORCID

Also Known As

A Ross, A. Ross, Andrew Ross, Andrew S Ross, Andrew Slavin Ross, Ross, Andrew, Ross, Andrew S., Ross, Andrew Slavin

Publications

2.7K

Citations

H-Index

Concepts

All Affiliations

Harvard University Harvard University Press New York University University of Colorado Boulder University of Wisconsin–Madison

About

Andrew Slavin Ross is an author at Harvard University specializing in engineering, artificial intelligence, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	8	8	961
2	Management	3	3	103
3	Medicine	3	3	117
4	Education	1	1	40
5	Anesthesia	1	1	12

Andrew Slavin Ross

Publications

1.9K

Citations

H-Index

Page 1

	Year	Citations
Changing the intellectual climate Noel Castree, William M. Adams, John Barry, Nature Climate Change Transdisciplinary PerspectiveScience And Technology StudiesIntellectual ClimateCulture	2014	495
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 Artificial IntelligenceEngineeringMachine LearningInformation SecurityAi Safety	2018	447
Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing their Input Gradients Andrew Slavin Ross, Finale Doshi‐Velez arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningInformation SecurityAi Safety	2017	280
Tackling Climate Change with Machine Learning David Rolnick, Priya L. Donti, Lynn H. Kaack, ACM Computing Surveys	2022	191
Endotoxaemia in patients with severe sepsis or septic shock C. Venet, Fabrice Zéni, Alain Viallon, Intensive Care Medicine Viral SepsisSevere SepsisAcute CareHematologySepsis	2000	60
Benchmarking of Machine Learning Ocean Subgrid Parameterizations in an Idealized Model Andrew Slavin Ross, Ziwei Li, Pavel Perezhogin, Journal of Advances in Modeling Earth Systems Artificial IntelligenceEngineeringMachine LearningNeural NetworkCoastal Modeling	2022	58
Right for the Right Reasons: Training Differentiable Models by Constraining their Explanations Andrew Slavin Ross, Michael C. Hughes, Finale Doshi‐Velez Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolRight Reasons	2017	51
Human-in-the-Loop Interpretability Prior Isaac Lage, Andrew Slavin Ross, Been Kim, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningLarge Language ModelHuman Subjects Results	2018	45
Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning Xuefeng Peng, Yi Ding, David Wihl, arXiv (Cornell University) Artificial IntelligenceSepsis Treatment StrategiesEngineeringMachine LearningDeep Reinforcement Learning	2019	45
Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn. Stratos Idreos, Niv Dayan, Wilson Qin, Conference on Innovative Data Systems Research Design DecisionIntegrated DesignDesign ContinuumsDesignManagement	2019	40

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