Graph Theory Courses

Hausdorff Center for Mathematics

Hochschild Cohomology and Deformation Theory of Hilbert Schemes of Points on Surfaces

Explore Hochschild cohomology of Hilbert schemes, its impact on deformation theory, and connections to symmetric quotient stacks. Gain insights into twisted Hodge numbers and recent research developments.

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

Linux Plumbers Conference

Graph-based ABI Analysis: From ELF Binaries to Efficient ABI Monitoring

Explore graph-based ABI analysis using STG project. Learn about efficient graph traversal, DWARF type extraction, and ABI monitoring for binary compatibility and insights into changes.

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

Linux Plumbers Conference

Function Return Hook Integration with Function Graph Tracer

Explore integrating function return hook mechanisms to improve efficiency in Linux kernel tracing, addressing challenges of concurrent usage and memory allocation.

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

Fields Institute

The Unreasonable Effectiveness of Nonlinear Random Matrix Theory in Artificial Intelligence

Explore the surprising impact of nonlinear random matrix theory on AI, uncovering its applications and implications for advancing artificial intelligence research and development.

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

Kiali Beyond the Graph - Troubleshooting Istio

Explore Kiali's advanced features for troubleshooting Istio, including Wizards and Envoy inspection. Learn tips to quickly onboard and resolve issues in your service mesh.

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

International Centre for Theoretical Sciences

Machine Learning for LHC Theory - Lecture 1

Explore machine learning applications in high-energy physics, focusing on LHC theory. Learn key concepts and techniques for analyzing complex particle collision data and uncovering new physics insights.

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

International Centre for Theoretical Sciences

Deepsets, Graph Neural Networks, and Transformers in High Energy Physics - Lecture 6

Explore advanced machine learning techniques like Deepsets, Graph Neural Networks, and Transformers, with applications in high energy physics research and data analysis.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

Simons Institute

Factorized Graph Neural Networks - With Some Algebraic Cheating

Explore node classification in graphs using factorized representations and algebraic amplification for efficient compatibility estimation and label propagation, even with extremely sparse data.

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

Fields Institute

K-Theory and C*-Algebras - Lecture 26

Explore advanced concepts in K-Theory and C*-Algebras with Professor George Elliott, delving into operator algebras and their applications in mathematics.

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

World Science Festival

String Theory, Quantum Gravity and Black Holes - Are We Holograms?

Explore cutting-edge physics with Brian Greene and Juan Maldacena, delving into string theory, quantum gravity, black holes, and the holographic principle. Uncover fascinating connections in modern theoretical physics.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Fields Institute

K-Theory and C*-Algebras - Lecture 27

Explore advanced concepts in K-Theory and C*-Algebras with Professor George Elliott, delving into operator algebras and their applications in mathematics.

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

Fields Institute

Periodic Operators on Trees - Non-Commutative Floquet Theory?

Explore non-commutative Floquet theory and periodic operators on trees with Jorge Garza Vargas in this advanced mathematics talk from the Fields Institute workshop on Operator Algebras.

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

Fields Institute

Strong 1-Boundedness and Graph Products

Explore strong 1-boundedness and graph products in operator algebras with Brent Nelson, delving into advanced mathematical concepts and their applications in free probability theory.

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

International Centre for Theoretical Sciences

Representation Theory in Infinite-Dimensional Algebras

Explore advanced representation theory concepts in this talk by Deniz Kus, covering algebraic and combinatorial methods in infinite-dimensional Lie algebras and quantum groups.

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

Fields Institute

K-Theory and C*-Algebras - Lecture 28

Explore advanced concepts in K-Theory and C*-Algebras with Professor George Elliott, delving into operator algebras and their applications in mathematics.

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