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Caltech Course Catalog / 2025-2026 Catalog / Courses 2025-26 / Advanced Topics in Machine Learning

CS/CNS/EE/IDS 159 - Advanced Topics in Machine Learning

CS/CNS/EE/IDS 159

Advanced Topics in Machine Learning

9 units (3-0-6)   |  third term
Prerequisites: CS 155; strong background in statistics, probability theory, algorithms, and linear algebra; background in optimization is a plus as well.

This course focuses on current topics in machine learning research. This is a paper reading course, and students are expected to understand material directly from research articles. Students are also expected to present in class, and to do a final project.

Instructor: Yue
Published Date: Aug. 28, 2025