Algorithms & Theory

Algorithms, data structures, computational complexity, cryptography, formal verification, logic, and type theory.

13 courses · 77 standalone talks · 370 total lectures

All Theory & Algos Algorithms & Data Structures (203)Computational Complexity (88)Cryptography (41)Probability & Information Theory (28)Neuroscience & Cognition (26)Calculus & Analysis (24)Complex Systems & Scaling (16)Computer Architecture (14)Signal Processing & Robotics (13)Dynamic Programming (13)

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Theory of Modern AI: Learning Theoretic, Game Theoretic, and Algorithmic Perspectives (SIMONS-TCS-ML)

Theory of Modern AI: Learning Theoretic, Game Theoretic, and Algorithmic Perspectives (SIMONS-TCS-ML)

SIMONS-TCS-ML · Lec 15 · Nina Balcan · UC Berkeley / Simons Institute

Nina Balcan UC Berkeley / Simons Institute

40:41

Computational Thinking on Learning Models (SIMONS-TCS-ML)

Computational Thinking on Learning Models (SIMONS-TCS-ML)

SIMONS-TCS-ML · Lec 4 · Nati Srebro · UC Berkeley / Simons Institute

Nati Srebro UC Berkeley / Simons Institute

38:30

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