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The Geometry of the Deep Linear Network - Part 2

Offered By: Institute for Mathematical Sciences via YouTube

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Deep Learning Courses Linear Algebra Courses Gradient Descent Courses Matrix Factorization Courses Backpropagation Courses

Course Description

Overview

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Explore the intricate geometry of deep linear networks in this advanced lecture by Govind Menon from Brown University, USA. Delve into the mathematical foundations and complex structures underlying these neural network architectures, building upon previous knowledge to gain a deeper understanding of their properties and behaviors. Examine how geometric principles apply to deep linear networks and their implications for machine learning and artificial intelligence research. Gain insights into the latest developments in this field and their potential applications in solving complex computational problems.

Syllabus

Govind Menon The geometry of the deep linear network 2


Taught by

Institute for Mathematical Sciences

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