Reading group on Mathematics of Data Science

Welcome to the reading group Mathematics of Data Science.

Current organisers: Maciej Buze, Hong Duong and Jinglai Li.

The aim of this reading group is to learn together some interesting topics in Mathematics of Data Science. If you are interested in the reading group, please join. No requisite knowledge is required.

This semester (semester 2 of the academic year 2021/2022) we will focus on computational optimal transport. We will follow the lecture notes Introduction to Entropic Optimal Transport by Marcel Nutz and the monograph Computational Optimal Transport by Gabriel Peyré, Marco Cuturi.

2021/2022:

  1. Friday 25 February 2022, ARTS-LR2 (126) , 15:30-17:00. Maciej Buze, Entropy

  2. Tuesday 15 March 2022, WATN-LT C (G24), 15:00-16:00. Maciej Buze, Static Schrödinger Bridges

  3. Tuesday 29 March, 2022, WATN-LT C (G24), 15:00-15:30. Maciej Buze, Static Schrödinger Bridges

  4. Tuesday 29 March, 2022, WATN-LT C, 15:30-16:00, Ziqiao Ao, Duality for Static Schrödinger Bridges

  5. Tuesday 26 Apr 2022, WATN-LT C, 15:00-16:00, Ziqiao Ao, Entropic Optimal Transport