Graph Theory Courses

IAS | PCMI Park City Mathematics Institute

Riemann-Hilbert Problems - Theory and Applications

Dive into Riemann-Hilbert problems theory, inverse scattering, nonlinear steepest-descent methods for integrable systems, random matrices, and orthogonal polynomials applications.

• YouTube
• 4 hours 14 minutes
• Self-Paced
• Free Video

Topos Institute

Polynomial Functors - Theory and Applications to Dynamical Systems and Data

Explore polynomial functors with applications to dynamical systems and data, balancing solid theoretical foundations with diverse examples from category theory.

• YouTube
• 15 hours 46 minutes
• Self-Paced
• Free Video

Topos Institute

Applied Category Theory - MIT 2019

Explore mathematical structures and their real-world applications through category theory, covering foundational concepts to practical implementations in programming.

• YouTube
• 13 hours 25 minutes
• Self-Paced
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Machine Translation - Automata Theory + Probability + Linguistics

Discover how machine translation combines automata theory, probability, and linguistics through expert insights from ISI's Kevin Knight in this comprehensive technical presentation.

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

Center for Language & Speech Processing(CLSP), JHU

Network Models for Game Theory and Economics

Explore network models bridging game theory and economics through computational approaches and strategic interactions in networked systems.

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

Center for Language & Speech Processing(CLSP), JHU

Towards a Grand Unified Theory of Underspecification

Explore Alexander Koller's theoretical framework for unifying underspecification approaches in computational linguistics and natural language processing.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Applications of Information Theory - Symposium in Honor of John Cocke

Explore information theory applications in this symposium honoring computing pioneer John Cocke, featuring insights from Frederick Jelinek at Johns Hopkins CLSP.

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

Center for Language & Speech Processing(CLSP), JHU

Bipartite Graph Factorization in Static Decoding Graphs with Long-Span Acoustic Context

Explore bipartite graph factorization techniques for static decoding graphs with long-span acoustic contexts in speech processing applications.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Information and Decision Theory Explain Why There are Neural Pulse Trains

Discover how information and decision theory provide fundamental explanations for the existence and function of neural pulse trains in biological systems.

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

ICTP-SAIFR

Love Numbers from Shell Effective Field Theory

Discover how shell effective field theory reveals gravitational Love numbers in this advanced physics presentation exploring tidal deformability and compact object structure.

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

Simons Foundation

One Equation to Rule Them All - Weak and Strong Wave Turbulence Theory

Explore wave turbulence theory through renormalization, deriving a unified equation that describes both weak and strong nonlinear regimes and their universality classes.

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

Simons Foundation

Some Mathematically Rigorous Results in Wave Turbulence Theory

Explore rigorous mathematical advances in wave turbulence theory, covering energy spectrum analysis, wave kinetic equations, and proofs of condensate growth and energy transfer.

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

Galileo Galilei Institute (GGI)

Superstring Theory - Lecture VII Part 2

Dive into advanced superstring theory concepts with expert Mariana Graña in this specialized physics lecture from the prestigious Galileo Galilei Institute.

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

Galileo Galilei Institute (GGI)

Conformal Field Theory - Lecture IV

Explore advanced concepts in conformal field theory through rigorous mathematical frameworks and theoretical applications in this comprehensive lecture.

• YouTube
• 1 hour 33 minutes
• Self-Paced
• Free Video

Galileo Galilei Institute (GGI)

Conformal Field Theory - Lecture III

Explore advanced concepts in conformal field theory through rigorous mathematical frameworks and theoretical applications in this third installment.

• YouTube
• 1 hour 33 minutes
• Self-Paced
• Free Video