YoVDO

Stochastic Gradient Descent Courses

SGD in the Large - Average-Case Analysis, Asymptotics, and Stepsize Criticality
Fields Institute via YouTube
Stochastic Gradient Descent and Machine Learning - Lecture 1
International Centre for Theoretical Sciences via YouTube
Implicit and Explicit Regularization in Deep Neural Networks
Institute for Pure & Applied Mathematics (IPAM) via YouTube
Large Scale Machine Learning and Convex Optimization - Lecture 3
Hausdorff Center for Mathematics via YouTube
Gradient Descent, Stochastic Gradient Descent, and Acceleration - Part 2
Institute for Pure & Applied Mathematics (IPAM) via YouTube
Large Scale Machine Learning and Convex Optimization - Lecture 1
Hausdorff Center for Mathematics via YouTube
Information Theory of Deep Learning - Naftali Tishby
Stanford University via YouTube
Fast Distributed Optimization with Asynchrony and Time Delays - Lecture 3
International Centre for Theoretical Sciences via YouTube
A Gentle Introduction to Data Science
EuroPython Conference via YouTube
Turtles! Hill Climbing! Hammers! Paper Bags!
ACCU Conference via YouTube
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