YoVDO

Generalization Courses

Grokking - Generalization Beyond Overfitting on Small Algorithmic Datasets
Yannic Kilcher via YouTube
Reinforcement Learning with Augmented Data
Yannic Kilcher via YouTube
Level Up Your Machine Learning Lifecycle
Strange Loop Conference via YouTube
Toward Theoretical Understanding of Deep Learning - Lecture 2
International Centre for Theoretical Sciences via YouTube
Gunnar Carlsson - Topological Deep Learning
Applied Algebraic Topology Network via YouTube
The Mathematics of Artificial Intelligence
International Mathematical Union via YouTube
Markov Partition for Hyperbolic Systems with Singularities - ICTP 2021
ICTP Mathematics via YouTube
Generalization and Robustness in Offline Reinforcement Learning
Simons Institute via YouTube
Analyzing Optimization and Generalization in Deep Learning via Trajectories of Gradient Descent
Simons Institute via YouTube
Generalization and Equilibrium in Generative Adversarial Nets - GANs
Simons Institute via YouTube
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