Fields Institute Courses

Climate Change and the Primary Sectors- The Role of Carbon in Agriculture and Forestry

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Explore the impact of carbon on agriculture and forestry in relation to climate change with this short workshop by Fields Institute.

• YouTube
• 20 minutes
• On-Demand
• Free Online Course

Approximation and Closed Ideals in Some Analytic Spaces

Dive into analytic spaces with Fields Institute's short program. Learn about approximation, closed ideals, and their applications, with examples and theorems.

• YouTube
• 29 minutes
• On-Demand
• Free Online Course

Sarason's Ha-plitz Product Problem

Explore Sarason's Ha-plitz product problem with Kehe Zhu from SUNY Albany in less than an hour, offered by Fields Institute. Dive into harmonic analysis, bounded operators, and more.

• YouTube
• 53 minutes
• On-Demand
• Free Online Course

Foliations on Shimura Varieties

Explore Foliations on Shimura varieties with Eyal Goren from McGill University. This Fields Institute offering covers representation theory, geometry, and arithmetic in 1-2 hours.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Online Course

Dichotomy and Howe Duality for Exceptional Theta Correspondences

Explore the Howe duality theorem for exceptional dual pairs and dichotomy theorem with Wee Teck Gan from the National University of Singapore. Offered by Fields Institute.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Online Course

Eisenstein Cocycles and Values of L-Functions

Explore Eisenstein cocycles of arithmetic groups, equivariant cohomology, and differential forms with Luis Garcia from University College London, in less than an hour.

• YouTube
• 55 minutes
• On-Demand
• Free Online Course

Ramification of Supercuspidal Parameters

Dive into the ramification of supercuspidal parameters with Columbia University's Michael Harris in this short, intensive study offered by Fields Institute.

• YouTube
• 58 minutes
• On-Demand
• Free Online Course

Global Optimization via the Dual SONC Cone and Linear Programming

Learn global optimization using the dual SONC cone and linear programming in less than an hour with Fields Institute. Gain insights into nonnegativity certificates, circuit functions, and numerical examples.

• YouTube
• 36 minutes
• On-Demand
• Free Online Course

Invariant Theory for Maximum Likelihood Estimation

Learn about Maximum Likelihood Estimation and its connections to invariant theory in a short workshop by Anna Seigal, University of Oxford, offered by Fields Institute.

• YouTube
• 38 minutes
• On-Demand
• Free Online Course

Numerical Computation of Monodromy Action Over R

Join Fields Institute's short session on numerical computation of monodromy action over R, led by Margaret Regan from Duke University. Gain insights into real algebraic geometry and its applications in kinematics.

• YouTube
• 37 minutes
• On-Demand
• Free Online Course

PCA for High-Dimensional Heteroscedastic Data

Explore high-dimensional data handling with PCA, learn to recover principal components under heteroscedastic noise, and optimize PCA performance in this short program by Fields Institute.

• YouTube
• 40 minutes
• On-Demand
• Free Online Course

A Family of Measurement Matrices for Generalized Compressed Sensing

Explore generalized compressed sensing with Yaniv Plan from the University of British Columbia in this less than 1-hour session offered by Fields Institute. Dive into signal recovery, measurement matrices, and low-rank matrix recovery.

• YouTube
• 44 minutes
• On-Demand
• Free Online Course

Robust Low-Rank Matrix Completion via an Alternating Manifold Proximal Gradient Continuation Method

Learn robust low-rank matrix completion techniques for computer vision and machine learning applications from the Fields Institute. Less than 1-hour workload.

• YouTube
• 38 minutes
• On-Demand
• Free Online Course

Rigidity Theory for Gaussian Graphical Models - The Maximum Likelihood Threshold of a Graph

Explore Gaussian graphical models and rigidity theory with the Fields Institute. Learn about maximum likelihood thresholds in genomics in less than an hour.

• YouTube
• 42 minutes
• On-Demand
• Free Online Course

Beyond Lazy Training for Over-parameterized Tensor Decomposition

Dive into over-parametrization techniques in neural networks with Duke University's Rong Ge. Learn about low-rank models, tensor decomposition, and gradient descent in under an hour.

• YouTube
• 37 minutes
• On-Demand
• Free Online Course