CSE541: Interactive Learning
Catalog Description: Foundations and methods of interactive machine learning including multi-armed bandits, active learning, and adaptive experimental design. Stochastic and adversarial K-armed bandits, structured bandits, and contextual bandits. Online learning; adaptive data collection for supervised learning.
Prerequisities: (none listed) Credits: 4.0Portions of the CSE541 web may be reprinted or adapted for academic nonprofit purposes, providing the source is accurately quoted and duly credited. The CSE541 Web: © 1993-2024, Department of Computer Science and Engineering, University of Washington. Administrative information on CSE541 (authentication required).