Graph Theory Courses

Paul G. Allen School

Theory Seminar - Spectral Independence in High-Dimensional Expanders, Kuikui Liu

Explore spectral independence in high-dimensional expanders and its application to the hardcore model, including rapid mixing of Glauber dynamics for generating random independent sets.

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

Paul G. Allen School

Theory Seminar - Submodular Maximization

Explore submodular maximization techniques, recent advances, and open questions in combinatorial optimization with Professor Niv Buchbinder's comprehensive theory seminar.

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

Paul G. Allen School

Theory Seminar - Face Numbers, Isabella Novik

Face numbers in centrally symmetric polytopes and spheres: exploring upper bounds, recent developments, and open problems in combinatorial geometry. Insights into maximum face counts and structural properties.

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

Paul G. Allen School

Theory Seminar - Algorithms and Hardness for Linear Algebra on Geometric Graphs, Aaron Schild

Explore algorithms and hardness for linear algebra on geometric graphs, focusing on efficient spectral graph theory and its limitations in high-dimensional spaces.

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

Paul G. Allen School

Money, Circuits, Mythic Figures, and More - Theory in the Allen School

Diverse theoretical computer science research: algorithms, data structures, complexity, combinatorics, and economics. Insights from UW Allen School's theory group on cutting-edge topics.

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

Envato Tuts+

Create an Interactive Animated Bar Graph with Cinema 4D and Xpresso - 2

Learn to create dynamic 3D bar graphs using Cinema 4D's Xpresso and Mograph, automating value-based changes for efficient data visualization in just 34 minutes.

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

Envato Tuts+

Create an Interactive Animated Bar Graph with Cinema 4D and Xpresso - Part 1

Learn to create dynamic 3D bar graphs in Cinema 4D using Xpresso and Mograph, with automatic updates based on custom settings. Master interactive data visualization techniques.

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

Institute for Advanced Study

Scattering Amplitudes in Gauge Theory as Chiral Algebra Correlators - Kevin Costello

Explore gauge theory scattering amplitudes as chiral algebra correlators, connecting to celestial holography and deriving expressions for form factors using innovative mathematical approaches.

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

Institute for Advanced Study

Fluid Equations - Regularity and Kolmogorov’s Turbulence Theory

Explore fluid dynamics, Navier-Stokes equations, and Kolmogorov's turbulence theory. Gain insights into regularity results and mathematical confirmations of phenomenological theories.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Institute for Advanced Study

Gauge Theory and the Analytic Approach to Geometric Langlands - Edward Witten

Explore gauge theory's role in geometric Langlands correspondence, comparing categorical and analytic approaches through quantum states, operators, and gauge theory interpretations.

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

Institute for Advanced Study

Representation Theory & Combinatorics of the Symmetry Group and Related Structures - Monica Vazirani

Explore symmetry group representation theory and combinatorics, focusing on cycle notation, permutations, and linearization techniques for advanced mathematical analysis.

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

Institute for Advanced Study

Twisted Topological Tangles or- The Knot Theory of Knitting - Elisabetta Matsumoto

Explore the fascinating intersection of knot theory and knitting, delving into topological properties, elasticity, and mathematical models that unravel the complexities of fabric structure.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Institute for Advanced Study

N=2* SU(2) Supersymmetric Yang-Mills Theory and Four-Manifold Invariants - Gregory Moore

Explore supersymmetric Yang-Mills theory, four-manifold invariants, and their connections to topology and complex structures in this advanced theoretical physics seminar.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

Institute for Advanced Study

An Update on Exact WKB and Supersymmetric Field Theory - Andy Neitzke

Explore exact WKB methods and their applications in supersymmetric field theory, focusing on key concepts, challenges, and recent developments in this advanced physics topic.

• YouTube
• 1 hour 22 minutes
• Self-Paced
• Free Video

Institute for Advanced Study

Statistical Learning Theory for Modern Machine Learning - John Shawe-Taylor

Explore statistical learning theory's role in modern machine learning, covering PAC-Bayes framework, risk measures, and deep network training experiments with John Shawe-Taylor.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Video