Industrial and Systems Engineering 633:
Large Scale Optimization and Machine Learning (4.0 units)
Large-scale optimization algorithms that arise in machine learning: stochastic optimization, accelerated methods, parallelization, nonsmooth optimization, online optimization, variance reduction, min-max games.
Section | Session | Type | Time | Days | Registered | Instructor | Location | Syllabus | Info |
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31524D | 048 | Lecture | 4:00-5:50pm | Tue, Thu | 26 of 35 | Meisam Razaviyayn | KAP148 | PDF (255089 KB) |