BIMSA Courses

New Frontiers in Structure vs Randomness with Applications to Combinatorics, Complexity, and Algorithms

Explore new frontiers in structure vs randomness, delving into applications in combinatorics, complexity, and algorithms. Gain insights on Erdos-Turan problem and recent advancements in additive combinatorics.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Around the Alexandrov-Fenchel Inequality - Convex Geometry and Its Applications

Explore the history and recent progress in convex geometry, focusing on Minkowski's theory and its connections to various mathematical disciplines.

• YouTube
• 54 minutes
• On-Demand
• Free Video

Geometric Deep Graph Learning: Exploring Opportunities in Different Geometric Spaces

Explore geometric deep graph learning in non-Euclidean spaces. Discover properties of hyperbolic and hyperspherical spaces for enhanced graph representation and analysis across various applications.

• YouTube
• 1 hour
• On-Demand
• Free Video

Quantum Symmetry via Quantum Geometry of Moduli Spaces

Explore quantum symmetry through moduli spaces of flat G-bundles, examining cluster Poisson structures and their quantization to uncover connections with quantum groups and representations.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Federated Learning for Nonparametric Function Estimation - Framework and Optimality

Explore federated learning for nonparametric regression, focusing on statistical optimality, privacy preservation, and the balance between accuracy and data protection in distributed settings.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Modeling and Analyzing Cell-Cell Communication from Single-Cell Data

Explore CellChat, an integrated method for inferring and analyzing cell-cell communication from single-cell sequencing data using systems biology and machine learning approaches.

• YouTube
• 1 hour
• On-Demand
• Free Video

Deep Learning with Differential Privacy

Explore deep learning techniques for privacy-preserving machine learning, focusing on neural networks and differential privacy in crowdsourced, sensitive datasets.

• YouTube
• 1 hour
• On-Demand
• Free Video

Old and New Developments on the Erdos-Szekeres Convex Polygon Problem

Explore old and new developments in the Erdos-Szekeres convex polygon problem, gaining insights into this fascinating mathematical challenge.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Higher Genus Meanders and Masur-Veech Volumes

Explore higher genus meanders, their asymptotics, and connections to moduli spaces of Abelian and quadratic differentials. Gain insights into complex mathematical concepts and recent advances in geometry.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Algebraic Renormalisation of Regularity Structures

Explore canonical renormalisation of singular stochastic PDEs through regularity structures, bialgebras of decorated forests, and algebraic Birkhoff factorisation.

• YouTube
• 47 minutes
• On-Demand
• Free Video

Polynomial Bounds on Reidemeister Moves in Knot Theory

Explore polynomial bounds on Reidemeister moves in knot theory, examining algorithms for trivial knot recognition and the relationship between diagram complexity and move sequences.

• YouTube
• 50 minutes
• On-Demand
• Free Video

Variational Approximations for Bayesian and Semi-Bayesian Inferences

Explore variational approximations in Bayesian inference, focusing on group-variable selection and heteroscedastic Gaussian processes. Learn efficient parameter estimation and process forecasting techniques.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Graph Theory for Exploration of Material Genes and Structural Chemistry of Li-ion Batteries

Explore graph theory's application in material genes and structural chemistry of Li-ion batteries. Uncover new paradigms for advancing critical battery materials through interdisciplinary research methods.

• YouTube
• 1 hour
• On-Demand
• Free Video

Accelerating Materials Design with Crystal Graph Neural Networks

Explore Crystal Graph Convolutional Neural Networks for predicting material properties and their impact on graph neural networks and transformers in materials design.

• YouTube
• 42 minutes
• On-Demand
• Free Video

Sparsity of Rational Points on Curves - What is Known and What is Expected

Explore the known results and open questions surrounding the sparsity of rational points on curves, gaining insights into this mathematical concept.

• YouTube
• 49 minutes
• On-Demand
• Free Video