Hide Advanced Options
Courses - Fall 2023
Computer Science Department Site
Selected Topics in Information Processing; Trustworthy Machine Learning
Credits: 3
Grad Meth: Reg, Aud
Cross-listed with PHIL688F. Credit only granted for CMSC848I or PHIL688F.

Introduces concepts of trustworthiness in machine learning, drawn from computer science, systems engineering, human-computer interaction, psychology, and philosophy. Trustworthiness topics include robustness, uncertainty, fairness, transparency, values alignment, AI safety, etc.