Welcome to CMSC742, Algorithms in Machine Learning: Guarantees and Analyses (Spring'23)!


Machine learning studies automatic methods for learning to make accurate predictions, to understand patterns in observed features and to make useful decisions based on past observations.

This course introduces theoretical machine learning, including mathematical models of machine learning, and the design and rigorous analysis of learning algorithms.

Here is a tentative list of topics. (Bullets do not correspond precisely to lectures.)


When & where

Monday/Wednesday 3:30pm-4:45pm
CSI 3117


Furong Huang
Office hours: Wednesday 4:45-5:45pm in IRB 4204

Teaching Assistants

Chenghao Deng
Office hours: Friday 1:00-2:00pm in IRB 4119
Peihong Yu
Office hours: Friday 10:00-11:00am over zoom

Contact us


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