deeplearning-math.github.io - Math6380p: Deep Learning

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MATH 6380P. Advanced Topics in Deep Learning Fall 2020

Course Information

This course is a continuition of Math 6380o, Spring 2018 , inspired by Stanford Stats 385, Theories of Deep Learning , taught by Prof. Dave Donoho, Dr. Hatef Monajemi, and Dr. Vardan Papyan, as well as the Simons Institute program on Foundations of Deep Learning in the summer of 2019 and IAS@HKUST workshop on Mathematics of Deep Learning during Jan 8-12, 2018. The aim of this course is to provide graduate students who are interested in deep learning a variety of understandings on neural networks that are cu

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