Offered: 2023 Course Description: Machine learning is the computational study of artificial systems that can adapt to novel situations, discover patterns from data, and improve performance with practice. This course will cover the mathematical foundation of supervised and unsupervised learning. The course will provide a state-of-the-art overview of the field, with an emphasis on implementing … Continue reading "COMPSCI 689: Machine Learning – Fall 2023"

Offered: 2024 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 – Spring 2024"

Course Description: Machine learning is the computational study of artificial systems that can adapt to novel situations, discover patterns from data, and improve performance with practice. This course will cover the mathematical foundation of supervised and unsupervised learning. The course will provide a state-of-the-art overview of the field, with an emphasis on implementing and deriving … Continue reading "COMPSCI 689: Machine Learning – Fall 2024"