Vladimir Vapnik
Co-inventor of Support Vector Machines, Support Vector Clustering, and Vapnik–Chervonenkis theory, discussing foundational ideas in statistical learning and the limits of current AI approaches.
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Videos Mentioning Vladimir Vapnik
Vladimir Vapnik: Statistical Learning | Lex Fridman Podcast #5
Lex Fridman
Co-inventor of Support Vector Machines, Support Vector Clustering, and Vapnik–Chervonenkis theory, discussing foundational ideas in statistical learning and the limits of current AI approaches.
Pieter Abbeel: Deep Reinforcement Learning | Lex Fridman Podcast #10
Lex Fridman
A statistician in statistical learning who dreams of creating a general theory of learning, analogous to E=mc² for physics.
Stanford CS336 Language Modeling from Scratch | Spring 2026 | Lecture 9: Scaling Laws
Stanford Online
A key figure in machine learning theory, associated with early work on generalization bounds and scaling laws, specifically data scaling back in 1993.