Centre de recherches mathématiques - CRM Courses

Set Theory and Topological Algebra

Explore applications of set theory and model theory in topological groups, including ultra powers and a new axiom for convergence properties.

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

The Structure of Homeomorphism Groups - Part I

Explore the rich algebraic structure of homeomorphism groups, their relation to manifold topology, and dynamics of group actions on manifolds.

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

Free Boundary Minimal Annuli Immersed in the 3-Ball

Explore free boundary minimal annuli in the 3-ball, focusing on construction methods, Steklov eigenvalues, and perturbation techniques for exact free boundary minimality.

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

The Structure of Homeomorphism Groups - Lecture 3

Explore the algebraic and topological structures of homeomorphism groups, their relation to manifold topology, and dynamics of group actions.

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

Acylindricity of the Cremona Group - Lecture 3

Explore the Cremona group's action on infinite-dimensional hyperbolic space and its acylindrical hyperbolicity, leading to insights on its SQ-universal property and embeddings of countable groups.

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

Acylindricity of the Cremona Group - Part I

Explore the Cremona group's action on infinite-dimensional hyperbolic space and its acylindrical hyperbolicity, leading to insights on its structure and embedding properties.

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

Perfect Matchings in Hyperfinite Graphings - Lecture 1

Explore perfect matchings in hyperfinite graphings, their geometric structure, and applications in probability, group theory, and measurable equidecompositions.

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

Perfect Matchings in Hyperfinite Graphings - Lecture 3

Explore perfect matchings in hyperfinite graphings, their geometric structure, and applications in probability, group theory, and measurable equidecompositions.

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

Perfect Matchings in Hyperfinite Graphings - Lecture 2

Explore perfect matchings in hyperfinite graphings, their geometric structure, and applications in probability, group theory, and measurable equidecompositions.

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

The Mathematical Foundations of Deep Learning: From Rating Impossibility to Practical Existence Theorems

Explorez les fondements mathématiques de l'apprentissage profond, de l'impossibilité de notation aux théorèmes d'existence pratique. Découvrez les défis et les avancées dans ce domaine en pleine expansion.

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

Utilisation de l'apprentissage automatique pour accroître l'équité dans les soins de santé et la santé publique

Découvrez comment l'apprentissage automatique peut combattre les inégalités dans les soins de santé et la santé publique, avec des exemples sur le maintien de l'ordre, la santé des femmes et la prédiction des risques de cancer.

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

Beyond Bias Audits: Bringing Equity to the Machine Learning Pipeline

Explorez les approches pour intégrer l'équité dans l'apprentissage automatique appliqué aux soins de santé, en abordant les biais algorithmiques et les disparités en matière de santé.

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

Building a Live Streaming Lyme Disease Surveillance Tool Using Twitter

Explore a real-time Lyme disease surveillance dashboard using Twitter data, machine learning, and NLP techniques to enhance public health monitoring and facilitate prompt interventions during outbreaks.

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

Ramsey Theory, Sparsity and Limits - Combinatorics and Model Theory

Explore Ramsey theory, graph sparsity, and structural limits in combinatorics and model theory. Discover connections between these diverse areas and uncover intriguing open problems.

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

Machine Learning for Computing Tensor Rank

Explorez l'utilisation de l'apprentissage par renforcement pour découvrir de nouveaux algorithmes de multiplication matricielle et calculer le rang des tenseurs.

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