Christopher Anders

2 papers · 2019–2020 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (14)

Conferences

ICML (1) NIPS (1)

Top co-authors

Ann-Kathrin Dombrowski (2) Klaus-Robert Müller (2) Pan Kessel (2) Maximillian Alber (1) Plamen Pasliev (1) Marcel Ackermann (1)

Keywords

explanation method (2) neural network interpretability (1) feature attribution (1) adversarial robustness (1) input perturbation (1) black-box classifier (1) differential geometry (1)

Papers

Fairwashing explanations with off-manifold detergent ICML 2020

Explanations can be manipulated and geometry is to blame NIPS 2019