Nov 08, 2024  
USC Catalogue 2023-2024 
    
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USC Catalogue 2023-2024 [ARCHIVED CATALOGUE]

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ISE 633 Large Scale Optimization and Machine Learning

Units: 4
Terms Offered: FaSp
Large-scale optimization algorithms that arise in machine learning: stochastic optimization, accelerated methods, parallelization, nonsmooth optimization, online optimization, variance reduction, min-max games.
Instruction Mode: Lecture
Grading Option: Letter


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