Gabriel G. Erion

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 10

Top Topics

Robust Classification

Human Intelligence

Physiological Signals

Transfer Learning

Top Venues

Nat. Mach. Intell.

npj Digit. Medicine

Publications

Gabriel G. Erion, Joseph D. Janizek, Pascal Sturmfels, Scott M. Lundberg, Su-In Lee
Improving performance of deep learning models with axiomatic attribution priors and expected gradients. Nat. Mach. Intell. 3 (7) (2021)
Hugh Chen, Scott M. Lundberg, Gabriel G. Erion, Jerry H. Kim, Su-In Lee
Forecasting adverse surgical events using self-supervised transfer learning for physiological signals. npj Digit. Medicine 4 (2021)
Joseph D. Janizek, Gabriel G. Erion, Alex J. DeGrave, Su-In Lee
An adversarial approach for the robust classification of pneumonia from chest radiographs. CHIL (2020)
Joseph D. Janizek, Gabriel G. Erion, Alex J. DeGrave, Su-In Lee
An Adversarial Approach for the Robust Classification of Pneumonia from Chest Radiographs. CoRR (2020)
Scott M. Lundberg, Gabriel G. Erion, Hugh Chen, Alex J. DeGrave, Jordan M. Prutkin, Bala Nair, Ronit Katz, Jonathan Himmelfarb, Nisha Bansal, Su-In Lee
From local explanations to global understanding with explainable AI for trees. Nat. Mach. Intell. 2 (1) (2020)
Hugh Chen, Scott M. Lundberg, Gabriel G. Erion, Jerry H. Kim, Su-In Lee
Deep Transfer Learning for Physiological Signals. CoRR (2020)
Gabriel G. Erion, Joseph D. Janizek, Pascal Sturmfels, Scott M. Lundberg, Su-In Lee
Learning Explainable Models Using Attribution Priors. CoRR (2019)
Scott M. Lundberg, Gabriel G. Erion, Hugh Chen, Alex J. DeGrave, Jordan M. Prutkin, Bala Nair, Ronit Katz, Jonathan Himmelfarb, Nisha Bansal, Su-In Lee
Explainable AI for Trees: From Local Explanations to Global Understanding. CoRR (2019)
Scott M. Lundberg, Gabriel G. Erion, Su-In Lee
Consistent Individualized Feature Attribution for Tree Ensembles. CoRR (2018)
Gabriel G. Erion, Hugh Chen, Scott M. Lundberg, Su-In Lee
Anesthesiologist-level forecasting of hypoxemia with only SpO2 data using deep learning. CoRR (2017)