Alex J. DeGrave

Publication Activity (10 Years)

Years Active: 2019-2021
Publications (10 Years): 5

Top Topics

Chest Radiographs

Robust Classification

Generating Explanations

Top Venues

Nat. Mach. Intell.

Publications

Alex J. DeGrave, Joseph D. Janizek, Su-In Lee
AI for radiographic COVID-19 detection selects shortcuts over signal. Nat. Mach. Intell. 3 (7) (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)
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)