Ross, Andrew Slavin

3 publications

AAAI 2020 Ensembles of Locally Independent Prediction Models Andrew Slavin Ross, Weiwei Pan, Leo A. Celi, Finale Doshi-Velez

AAAI 2018 Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing Their Input Gradients Andrew Slavin Ross, Finale Doshi-Velez

IJCAI 2017 Right for the Right Reasons: Training Differentiable Models by Constraining Their Explanations Andrew Slavin Ross, Michael C. Hughes, Finale Doshi-Velez