Geoffrey Chinot: Catalogue data in Spring Semester 2021

Name Dr. Geoffrey Chinot
Professur für Statistik
ETH Zürich, HG G 10.2
Rämistrasse 101
8092 Zürich
Telephone+41 44 632 26 69

401-3940-21LStudent Seminar in Mathematics and Data: Optimal Transport Restricted registration - show details
Number of participants limited to 12.
4 credits2SA. Bandeira, G. Chinot
AbstractThe Seminar starts with a basic introduction to Optimal Transport (including but not limited to: Monge and Kantorovich formulations, duality, Wassertstein distance). After the introductory material, each week will be devoted to either a research article in the topic or a more advanced concept. Particular emphasis will be given to applications to statistics and data science.
Lecture notesMore information, including list of papers, will be available at
LiteratureMore information, including list of papers, will be available at
Prerequisites / NoticeThis seminar requires a certain degree of mathematical maturity--including abstract thinking and the ability to understand and write proofs. Probability theory and Linear Algebra is a required pre-requisite. Some basic familiarity with Optimization and Functional Analysis is beneficial.