Welcome to the webpage for the SLMath Summer School on Statistical Optimal Transport, taking place June 9–10, 2025. Here you will find the lecture notes and problem sets for each day of the school.
Welcome to the webpage for the SLMath Summer School on Statistical Optimal Transport, taking place June 9–10, 2025. Here you will find the lecture notes and problem sets for each day of the school.
Day 1 Lecture (OT -Introduction) & Problem Set ; Overleaf link to Solution File
Day 2 Lecture (EOT - Introduction) & Problem Set; Overleaf link to Solution File
Day 3 Lecture 1, Lecture 2 (Sample Complexity of OT) & Problem Set; Overleaf link to Solution File
Day 4 Lecture 3, Lecture 4 (Sample Complexity of EOT) & Problem Set ; Overleaf link to Solution File
Day 5 - Lecture 1 (Sinkhorn Algorithm) & Problem Set 1
Day 5 - Lecture 2 (OT Based Multivariate Ranks and Quantiles) & Problem Set 2
Day 6 - Lecture 1 (Geometry of EOT) & Problem Set 1
Day 6 - Lecture 2 (Dynamical Optimal Transport) & Problem Set 2
Day 7 - Lecture 1 (Flow Matching & Multimarginal Optimal Transport) & Problem Set 1
Day 7- Lecture 2 (Wasserstein Gradient Flow) & Problem Set 2
Day 8 - Lecture 1 (Application of WGF in Sampling and Other Gradient Flows) & Problem Set 1
Day 8- Lecture 2 (Application OF WGF in Neural Network and Transformer) & Problem Set 2
Link to the overleaf page of the potential projects. Project Presentation Sign Up Sheet: Link