Bridging the Gap Between Deep Learning and Probabilistic Modeling: Neyman seminar

Bridging the Gap Between Deep Learning and Probabilistic Modeling: Neyman seminar

Neyman Seminar
Feb 28, 2022, 04:00 PM - 05:00 PM | Zoom id: 97648161149. No passcode. Evans Hall | Happening As Scheduled
Geoff Pleiss, Columbia University

Abstract: Deep learning excels with large-scale unstructured data - common across many modern application domains - while probabilistic modeling offers the ability to encode prior knowledge and quantify uncertainty - necessary for safety-critical applications and downstream decision-making tasks. I will discuss examples from my research that bridge the gap between these two learning paradigms....