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Upcoming Teaching
Mathematical Foundations of Deep Neural Networks (심층신경망의 수학적 기초), M1407.001200
, Spring 2024.
Mathematical Machine Learning Theory
, Spring 2024.
Generative AI and Foundation Models (Topics in Machine Intelligence)
, Spring 2024.
Past Teaching
Mathematical and Numerical Optimization
, Fall 2022.
Mathematical algorithms II
, Fall 2022.
Infinitely Large Neural Networks (Topics in Applied Mathematics)
, Spring 2022.
Mathematical algorithms I
Mathematical Modeling and Simulation
Large-Scale Convex Optimization: Algorithms and Analyses via Monotone Operators (Stanford)
Matrix Analysis for Scientists and Engineers (UCLA)
A First Course on Large-Scale Optimization Methods (UCLA)
Introduction to Programming, (UCLA)
Python with Applications (UCLA)
Principles of Java Language with Applications (UCLA)
Convex Optimization (Stanford)