Offered: Fall 2025 Course Description: This course will introduce core machine learning models and algorithms for classification, regression, clustering, and dimensionality reduction. On the theory side, the course will focus on effectively using machine learning methods to solve real-world problems with an emphasis on model selection, regularization, and empirical evaluation. The assignments will involve both … Continue reading "COMPSCI 589 – Machine Learning – Fall 2025"

Offered: 2025 Course Description: This honors colloquium will enrich the primary course, COMPSCI 589, by focusing on reading, presenting, and discussing foundational and recent research papers from the machine learning literature. Students will write weekly reading responses, and lead one to two group discussions over the course of the semester. Prerequisite: Students must be enrolled … Continue reading "COMPSCI H589: Machine Learning Honors Colloquium – Fall 2025"