Deep Learning

Topological Detection of Trojaned Neural Networks

(Spotlight, +equalcontribution) Learning with Feature Dependent Label Noise: a Progressive Approach

(+equal contribution) A Topological Filter for Learning with Label Noise

Error-Bounded Correction of Noisy Labels