Electrical & Computer Engineering
Machine Learning
The ECE Machine Learning group studies the mathematical and algorithmic foundations of machine learning and data science.
Affiliate Appointments
Yingyu Liang
ECE 524 – Introduction to Optimization
ECE 532 – Matrix Methods in Machine Learning
ECE 730 – Modern Probability Theory and Stochastic Processes
CS/ECE 761 – Mathematical Foundations of ML
CS/ECE 861 – Theoretical Foundations of ML
ECE 901 – Special Topics in ECE (ML topics vary by semester)
The ECE Machine Learning group studies the mathematical and algorithmic foundations of machine learning and data science.
Affiliate Appointments
Yingyu Liang
ECE 524 – Introduction to Optimization
ECE 532 – Matrix Methods in Machine Learning
ECE 730 – Modern Probability Theory and Stochastic Processes
CS/ECE 761 – Mathematical Foundations of ML
CS/ECE 861 – Theoretical Foundations of ML
ECE 901 – Special Topics in ECE (ML topics vary by semester)