Algorithms & Theory

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

13 courses · 77 standalone talks · 370 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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Chapters · Duration

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 · Simons Institute (UC Berkeley)

Nina Balcan Simons Institute (UC Berkeley)

40:41

AI in Science and Engineering: Proportionality in Multiwinner Voting

AI in Science and Engineering: Proportionality in Multiwinner Voting

Theory & Algos·Research Seminar · Edith Elkind · Northwestern University

Edith Elkind Northwestern University

1:23:31

COMPSCI 188 - 2018-09-11 - Search with Other Agents: Minimax

COMPSCI 188 - 2018-09-11 - Search with Other Agents: Minimax

CS 188 · Lec 6 · Pieter Abbeel · UC Berkeley

Pieter Abbeel UC Berkeley

1:25:00

Lecture 4: Noise Stability and Arrow's Theorem (15-859)

Lecture 4: Noise Stability and Arrow's Theorem (15-859)

15-859 · Lec 4 · Ryan O'Donnell · Carnegie Mellon University

Ryan O'Donnell Carnegie Mellon University

1:21:16

Lecture 22: Dynamic Programming IV: Guitar Fingering, Tetris, Super Mario Bros. (6.006)

Lecture 22: Dynamic Programming IV: Guitar Fingering, Tetris, Super Mario Bros. (6.006)

6.006 · Lec 22 · Erik Demaine · MIT

Erik Demaine MIT

49:20

Lecture 20: Dynamic Programming II: Text Justification, Blackjack (6.006)

Lecture 20: Dynamic Programming II: Text Justification, Blackjack (6.006)

6.006 · Lec 20 · Erik Demaine · MIT

Erik Demaine MIT

52:12

Lecture 3: Social Choice and Influences (15-859)

Lecture 3: Social Choice and Influences (15-859)

15-859 · Lec 3 · Ryan O'Donnell · Carnegie Mellon University

Ryan O'Donnell Carnegie Mellon University

1:17:33

Lecture 19: Games, Generalized Geography (18.404J)

Lecture 19: Games, Generalized Geography (18.404J)

18.404J · Lec 18 · Michael Sipser · MIT

Michael Sipser MIT

1:19:38

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