解釈可能性の損失

Optimal Explanations of Linear Models

Authors: Dimitris Bertsimas, Arthur Delarue, Patrick Jaillet, Sebastien Martin | Published: 2019-07-08
モデル選択
研究方法論
解釈可能性の損失

On the Connection Between Adversarial Robustness and Saliency Map Interpretability

Authors: Christian Etmann, Sebastian Lunz, Peter Maass, Carola-Bibiane Schönlieb | Published: 2019-05-10
ロバスト推定
敵対的攻撃検出
解釈可能性の損失

Detecting Potential Local Adversarial Examples for Human-Interpretable Defense

Authors: Xavier Renard, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki | Published: 2018-09-07
モデルの頑健性保証
敵対的移転性
解釈可能性の損失