Mar 28, 2024  
USC Catalogue 2020-2021 
    
USC Catalogue 2020-2021 [ARCHIVED CATALOGUE]

ISE 633 Large Scale Optimization and Machine Learning

Units: 3
Terms Offered: Fa
Large scale optimization algorithms that arise in modern data science and machine learning applications. Stochastic Optimization, Accelerated Methods, Parallelization, Online Optimization, Randomized Linear Algebra
Recommended Preparation: Linear Algebra and Probability
Instruction Mode: Lecture
Grading Option: Letter