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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Chapters · Duration

Just Machine Learning (SFI-CX)

Just Machine Learning (SFI-CX)

SFI-CX · Lec 12 · Tina Eliassi-Rad · Santa Fe Institute

Tina Eliassi-Rad Santa Fe Institute

1:13:25

Complexity of Lasso with Normalized Data

Complexity of Lasso with Normalized Data

Theory & Algos·Research Seminar · Vladimir Dragovich · University of Texas

Vladimir Dragovich University of Texas

59:53

Privacy Amplification for Correlated-Noise Mechanisms via b-Min-Sep Subsampling

Privacy Amplification for Correlated-Noise Mechanisms via b-Min-Sep Subsampling

Theory & Algos·Research Seminar · Andy Dong · Google TechTalks

Andy Dong Google TechTalks

57:54

Lecture 5: Spectral Concentration and Learning (15-859)

Lecture 5: Spectral Concentration and Learning (15-859)

15-859 · Lec 5 · Ryan O'Donnell · Carnegie Mellon University

Ryan O'Donnell Carnegie Mellon University

1:20:14

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