Mathematics

Linear algebra, real and complex analysis, topology, differential geometry, probability, combinatorics, and number theory.

11 courses · 160 standalone talks · 518 total lectures

All Mathematics Calculus & Analysis (204)Linear Algebra (105)Probability & Information Theory (105)Control & Dynamical Systems (68)Topology & Geometry (50)Signal Processing & Robotics (48)Number Theory & Abstract Algebra (39)Algorithms & Data Structures (32)multivariable calculus (28)Real Analysis (27)

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Arithmetic Geometry and Computation

Arithmetic Geometry and Computation

Theory & Algos·Public Colloquium · Minhyong Kim · International Centre for Mathematical Sciences, Edinburgh

Minhyong Kim International Centre for Mathematical Sciences, Edinburgh

54:19

Quantum Algorithms Recap: Hadamard Transform

Quantum Algorithms Recap: Hadamard Transform

Theory & Algos·Standalone Lecture · Ryan O'Donnell · Carnegie Mellon University

Ryan O'Donnell Carnegie Mellon University

29:57

Linear-size ℓ₁ Sparsifiers

Linear-size ℓ₁ Sparsifiers

Theory & Algos·Research Seminar · Victor Reis · Microsoft Research

Victor Reis Microsoft Research

45:15

Introduction to Information Theory (University of Cambridge, Lecture 1)

Introduction to Information Theory (University of Cambridge, Lecture 1)

Mathematics·Standalone Lecture · David MacKay · University of Cambridge

David MacKay University of Cambridge

1:01:51

Latent Variable models and Subset Smoothing (SIMONS-TCS-ML)

Latent Variable models and Subset Smoothing (SIMONS-TCS-ML)

SIMONS-TCS-ML · Lec 18 · Ravi Kannan · UC Berkeley / Simons Institute

Ravi Kannan UC Berkeley / Simons Institute

29:26

Community detection with the Bethe-Hessian

Community detection with the Bethe-Hessian

Systems & CS·Research Seminar · Yizhe Zhu · UC Berkeley / Simons Institute

Yizhe Zhu UC Berkeley / Simons Institute

52:50

A Solution to the Stable Marriage Problem

A Solution to the Stable Marriage Problem

Theory & Algos·Public Colloquium · Emily Riehl · Perimeter Institute

Emily Riehl Perimeter Institute

45:19

Geometry: Hyperbolic space - the upper half-space and Poincaré disk models. 2nd Year Student Lecture

Geometry: Hyperbolic space - the upper half-space and Poincaré disk models. 2nd Year Student Lecture

Theory & Algos·Standalone Lecture · Jason Starr · University of Oxford

Jason Starr University of Oxford

47:32

Extremal Combinatorics Meets Algorithms and Data Structures

Extremal Combinatorics Meets Algorithms and Data Structures

Theory & Algos·Research Seminar · Parinya Chalermsook · University of Oxford

Parinya Chalermsook University of Oxford

50:24

Sequential Optimization of Dynamically Augmented Conditional Value-at-Risk

Sequential Optimization of Dynamically Augmented Conditional Value-at-Risk

AI & ML·Research Seminar · Alberta Machine Intelligence Institute

Alberta Machine Intelligence Institute

55:29

Dual Averaging Method for Regularized Stochastic Learning and Online Optimization

Dual Averaging Method for Regularized Stochastic Learning and Online Optimization

Systems & CS·Conference Talk · Lin Xiao · Google

Lin Xiao Google

24:39

Proof: All Norms Are Convex

Proof: All Norms Are Convex

Theory & Algos·Standalone Lecture · Steve Brunton · University of Washington

Steve Brunton University of Washington

18:51

4. Pushdown Automata, Conversion of CFG to PDA and Reverse Conversion

4. Pushdown Automata, Conversion of CFG to PDA and Reverse Conversion

18.404J · Lec 4 · Michael Sipser · MIT

Michael Sipser MIT

1:09:22

3. Divide & Conquer: FFT

3. Divide & Conquer: FFT

6.046J · Lec 4 · Erik Demaine & Srini Devadas · MIT

Erik Demaine & Srini Devadas MIT

1:20:52

MIT 18.06 Lecture 7: Solving Ax = 0 — Pivot Variables, Free Variables & Rank

MIT 18.06 Lecture 7: Solving Ax = 0 — Pivot Variables, Free Variables & Rank

18.06 · Lec 7 · Gilbert Strang · MIT

Gilbert Strang MIT

43:19

Lecture 7: Introduction to Galois Fields for the AES by Christof Paar

Lecture 7: Introduction to Galois Fields for the AES by Christof Paar

CRYPTO-101 · Lec 7 · Christof Paar · Ruhr University Bochum

Christof Paar Ruhr University Bochum

1:30:50

Number Theory II (MIT 6.042J, Lecture 5)

Number Theory II (MIT 6.042J, Lecture 5)

6.042J · Lec 5 · Tom Leighton · MIT

Tom Leighton MIT

1:18:45

Number Theory I (MIT 6.042J, Lecture 4)

Number Theory I (MIT 6.042J, Lecture 4)

6.042J · Lec 4 · Tom Leighton · MIT

Tom Leighton MIT

1:20:24

Lecture 10: Modular Arithmetic (18.200)

Lecture 10: Modular Arithmetic (18.200)

18.200 · Lec 10 · Ankur Moitra · MIT

Ankur Moitra MIT

1:18:50

Lecture 20: Reed-Solomon Codes (18.200)

Lecture 20: Reed-Solomon Codes (18.200)

18.200 · Lec 20 · Peter Shor · MIT

1:05:47

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