Graph Theory Courses

Simons Institute

Algorithmic Fairness From The Lens Of Causality And Information Theory

Explore algorithmic fairness through causality and information theory, focusing on identifying and explaining sources of disparity in ML models and quantifying accuracy-fairness trade-offs.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Simons Institute

Berkeley in the 80s - Richard Karp and the Theory of Computing

In-depth interview with Turing Laureate Richard Karp, exploring his groundbreaking research on computational theory at Berkeley in the 1980s and its lasting impact on computer science.

• YouTube
• 1 hour 24 minutes
• Self-Paced
• Free Video

Simons Institute

Google's AdWords Market - How Theory Influenced Practice

Explore how theoretical concepts shaped Google's AdWords market, examining the intersection of mathematics, computer science, and real-time decision making in online advertising.

• YouTube
• 40 minutes
• Self-Paced
• Free Video

Simons Institute

An Algorithmic Theory of Brain Networks

Explore an algorithmic approach to understanding brain networks, examining computational theories and their implications for neuroscience and cognitive science.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Resurgence Theory - Generalised Borel-Laplace Summation, "Alien Calculus" by David Sauzin

Explore advanced mathematical concepts in Resurgence Theory, including Borel-Laplace summation and "alien calculus," with applications in physics and dynamical systems.

• YouTube
• 1 hour 42 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Quantization, Gauge Theory, and the Analytic Approach to Geometric by Edward Witten

Explore quantization, gauge theory, and geometric analysis with renowned physicist Edward Witten in this advanced lecture on the intersection of quantum field theory and geometric representation theory.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Mode-Resolved Phonon Scattering Spectroscopy - Theory and Experiments by Naveenath Krishanan

Explore phonon scattering spectroscopy, from theory to experiments. Discover non-equilibrium heat conduction, quasiballistic transport, and surface scattering in thin films. Gain insights into cutting-edge thermal conductivity research.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Computational Complexity in Theory and in Practice by Richard M. Karp

Explore the contrast between theoretical and practical approaches to algorithm efficiency, covering complexity classes, NP-completeness, approximation algorithms, and real-world applications.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Modified Logarithmic Sobolev Inequalities - Theory

Explore modified logarithmic Sobolev inequalities in this theoretical lecture by Prasad Tetali, part of a program on advances in applied probability covering high-dimensional computation and limit theorems.

• YouTube
• 1 hour
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Random Matrix Theory and Its Applications by Satya Majumdar

Explore Random Matrix Theory's foundations and applications in physics, mathematics, and data science. Learn key concepts and techniques from expert Satya Majumdar.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Introduction to Geometric Complexity Theory by Christian Ikenmeyer

Explore geometric complexity theory, a cutting-edge approach to solving fundamental problems in computational complexity and algebraic geometry.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Cosmological Perturbation Theory - CMB by D Pogosyan

Explore cosmological perturbation theory and CMB anisotropies in this advanced lecture, delving into the intricacies of cosmic structure formation and early universe physics.

• YouTube
• 1 hour
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Cosmological Perturbation Theory - CMB by D Pogosyan

Explore cosmological perturbation theory and CMB anisotropies in this lecture, part of a comprehensive program on the future of cosmology and unresolved mysteries of the Universe.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

3D Gravity, Chern-Simons Theory, and Wilson Lines - Lecture 2 by Alejandra Castro

Explore non-perturbative aspects of 3D gravity and its relation to Chern-Simons theory, focusing on Wilson lines as observables to investigate locality in quantum gravity.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

3D Gravity, Chern-Simons Theory, and Wilson Lines by Alejandra Castro

Explore non-perturbative aspects of 3D gravity and its relation to Chern-Simons theory. Delve into Wilson lines as observables to investigate locality in quantum gravity models.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Video