YoVDO

Gradient Descent Courses

On the Robustness of Deep K-Nearest Neighbors
IEEE via YouTube
Optimization, Complexity and Math - Can We Prove P!=NP by Gradient Descent?
Society for Industrial and Applied Mathematics via YouTube
I Built a Neural Network in Minecraft - Analog Redstone Network with Backprop and Optimizer (No Mods)
Yannic Kilcher via YouTube
Deep Networks Are Kernel Machines
Yannic Kilcher via YouTube
Gradient Origin Networks - Paper Explained with Live Coding
Yannic Kilcher via YouTube
Regularizing Trajectory Optimization with Denoising Autoencoders - Paper Explained
Yannic Kilcher via YouTube
Concept Learning with Energy-Based Models
Yannic Kilcher via YouTube
Beyond Lazy Training for Over-parameterized Tensor Decomposition
Fields Institute via YouTube
Stochastic Gradient Descent and Machine Learning - Lecture 1
International Centre for Theoretical Sciences via YouTube
Introductory Lectures on First-Order Convex Optimization - Lecture 1
International Centre for Theoretical Sciences via YouTube
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