• October 25, 2021
• pendari1080

HDSI Seminar Series | Spurious or Causal? Studying Failure Modes of Deep Learning and Ways to Fix Them

Title: Spurious or Causal? Studying Failure Modes of Deep Learning and Ways to Fix Them Abstract: Over the last decade, deep models have enjoyed wide empirical success. However, in practice, these models are not reliable due to their sensitivity against adversarial or natural input distributional shifts as well as a lack of meaningful reasoning behind their predictions. In this talk, I […]