10-422 Foundations of Learning, Game Theory, and Their Connections

12 units, Carnegie Mellon University

In the past decades, researchers have discovered a number of important and deep connections between machine learning theory and algorithmic game theory. This course will explore these connections, both introducing fundamental topics in each area and describing how ideas from each area can shed light on the other.

Prerequisites: (36-218 (min C) or 36-217 (min C) or 15-259 (min C) or 21-325 (min C) or 36-225 (min C) or 36-219 (min C)) and (15-251 (min C) or 10-701 (min C) or 10-301 (min C) or 10-601 (min C) or 10-315 (min C)) and (21-241 (min C) or 21-240 (min C) or 21-242 (min C))

Offered: Spring 2027, Spring 2026

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