CS 156 · Learning From Data · Lec 7·Statistical Learning & Generalization · Yaser Abu-Mostafa · Caltech
1:13:31
Academic Discipline
AI & Machine Learning
Deep learning, language models, reinforcement learning, statistical learning theory, representation learning, and vision.
10courses86standalone talks213total lectures
Subfields
Statistical Learning & Causality— Generalization bounds, VC dimension, kernel methods, Bayesian inference, and causal inference.
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CS 156 · Learning From Data · Lec 8·Statistical Learning & Generalization · Yaser Abu-Mostafa · Caltech
1:16:50