Andrew Ross

Andrew Ross

Harvard University - Cambridge / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 1410149
person_outline Andrew Ross's MOST POPULAR ARTICLES
1-) Tackling Climate Change with Machine LearningD Rolnick, PL Donti, LH Kaack, K Kochanski, A Lacoste, K Sankaran, ...ACM Computing Surveys 55 (2), 1-96, 2019545*2019
2-) Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing their Input GradientsAS Ross, F Doshi-VelezThirty-Second AAAI Conference on Artificial Intelligence, 1660-1669, 20175322017
3-) Right for the Right Reasons: Training Differentiable Models by Constraining their ExplanationsAS Ross, MC Hughes, Doshi-Velez, FinaleProceedings of the Twenty-Sixth International Joint Conference on Artificial …, 20174192017
4-) Human-in-the-loop interpretability priorI Lage, A Ross, SJ Gershman, B Kim, F Doshi-VelezAdvances in neural information processing systems 31, 20181692018
5-) Improving sepsis treatment strategies by combining deep and kernel-based reinforcement learningX Peng, Y Ding, D Wihl, O Gottesman, M Komorowski, LH Lehman, ...arXiv preprint arXiv:1901.04670, 20191032019