Society for Industrial and Applied Mathematics Courses

Adversarial Strategies for Anomaly Detection and Image Restoration - SIAM-IS Virtual Seminar

Adversarial approaches in imaging: anomaly detection using GANs and image restoration techniques for inpainting and colorization. Explores efficient methods for unsupervised learning and data distribution analysis.

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

Random Monomial Ideals - Seminar on Applied Geometry and Algebra

Explore probabilistic models of random monomial ideals, their properties, and applications in algebraic geometry. Gain insights into average behavior of ideals and potential for generating algebraic objects.

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

The Softmax Function, Potts Model and Variational Neural Networks in Image Segmentation

Exploring variational models as layers in deep neural networks for image segmentation, integrating traditional techniques with DNNs to improve performance and incorporate shape priors.

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

Generic Regularity in Obstacle Problems - SIAM PDE Seminar

Explore the generic regularity in obstacle problems with Alessio Figalli. Learn about recent advancements in understanding singular sets and their codimension within free boundaries in elastic membrane equilibrium.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

Nonlinear Spectral Decompositions in Imaging and Inverse Problems

Explore nonlinear spectral decompositions in imaging and inverse problems, focusing on variational theory and applications in data science, with computational methods discussed.

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

The Half-space Matching Method for Solving Scattering in Complex Media

Explore innovative wave scattering solutions in complex media using the Half-space Matching Method, offering efficient alternatives to traditional computational techniques.

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

A Machine Learning Approach to Portfolio Pricing and Risk Management for High-Dimensional Problems

Explore machine learning approaches for portfolio pricing and risk management in high-dimensional problems with expert Damir Filipovic.

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

Stochastic Primal Dual Splitting Algorithms for Convex and Nonconvex Composite Optimization in Imaging

Explore stochastic primal dual splitting algorithms for convex and nonconvex composite optimization in imaging, focusing on SPDFP and SVRG-PDFP methods and their applications.

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

When Two Cameras Meet a Cubic Surface - SIAM SAGA Seminar

Explore the intersection of camera imaging and cubic surfaces in this advanced seminar on multiview geometry, featuring insights into minimal reconstruction problems and their geometric implications.

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

Bayesian Reimaging of Sparsity in Inverse Problems - SIAM-IS Virtual Seminar

Bayesian approach to sparse inverse problems in imaging and dictionary learning, featuring efficient computational framework and hierarchical prior models for sparsity promotion and automatic model reduction.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

A Machine Learning Approach to Portfolio Pricing and Risk Management for High-Dimensional Problems

Explore machine learning approaches for portfolio pricing and risk management in high-dimensional problems with expert Damir Filipovic from EPFL and Swiss Finance Institute.

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

Bayesian Reimaging of Sparsity in Inverse Problems - IMAGINE Seminar Series

Explore Bayesian approaches to sparse inverse problems in imaging and dictionary learning, focusing on efficient computational frameworks and hierarchical prior models.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

From Applied Mathematicians to Entrepreneurs - Industry Panel Discussion

Applied mathematicians share their journeys to entrepreneurship, offering insights on career paths, challenges, and advice for aspiring math entrepreneurs in various industries.

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

Polar Deconvolution of Mixed Signals - IMAGINE Seminar Series

Explore signal demixing using polar deconvolution, a novel approach for separating mixed signals with high efficiency and stability, presented by Michael Friedlander from UBC.

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

Fluctuation Theory in the Boltzmann-Grad Limit

Explore fluctuation theory in the Boltzmann-Grad limit for hard-sphere gases, examining dynamical correlations and their implications for the kinetic Boltzmann equation and large deviation asymptotics.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video