MIT Probability Seminar
Monday, March 20, 2023 at 4:15pm to 5:15pm
Building 2, 2-147
182 MEMORIAL DR, Cambridge, MA 02139
Speaker: Patrick Shafto (Rutgers University)
Title: Discrete Inverse Optimal Transport
Abstract: Inverse Optimal Transport (IOT) studies the problem of inferring the underlying cost that gives rise to an observation on coupling two probability measures. Compared to Optimal transport (OT), the mathematical theory of IOT is undeveloped. We formalize and systematically analyze the properties of IOT using tools from the study of entropy-regularized OT, highlighting geometric foundations of the problem.
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