Loss Surfaces, Mode Connectivity and Model Robustness
Date:
Introduce the loss landscape of the machine learning model and its application to improve model robustness. Specifically, we discuss the mode connectivity, the loss landscape property of the poisoned model, and the existence of the Trojan model. Slides are available here.