Marcel Klatt
Foto Marcel Klatt

Institut für Mathematische Stochastik

Goldschmidtstrasse 7
37077 Göttingen

Room:Raum 2.185C, Gebaeude GZG: Goldschmidtstr. 3-5 (GZG)
Phone:+49 551 39 26101
About Me
I am a doctor in mathematical science focused on statistics and stochastics. During the last five years, I have been involved in projects centered on the theory of optimal transport and 
its potential applications as a new tool for statistical data science. I have contributed to a new era of statistical data analysis via optimal transport-based methods with several scientific publications. 
Currently, I am a postdoctoral researcher at the University of Göttingen. I seek to apply my mathematical knowledge to perform data analysis that contributes to face the challenges of the ever changing planet.	
Publications & Preprints

Empirical Regularized Optimal Transport: Statistical Theory and Applications --

Limit Laws for Empirical Optimal Solutions in Random Linear Programs --

The Statistics of Circular Optimal Transport --

Limit Distribution and Sensitivity Analysis for Entropic Optimal Transport on Countable Spaces --

Kantorovich Rubinstein Distance and Barycenter for Finitely Supported Measures: Foundations and Algorithms --

A Unifying Approach to Distributional Limits for Empirical Optimal Transport --

Valladolid.pdf (Mass Transportation Theory: Opening perspectives in Statistics, Probability and Computer Science)
GRK2088(1).pdf (Annual GRK2088 meeting, 2018)

GRK2088(2).pdf (Annual GRK2088 meeting, 2019)

Muenchen.pdf (DAGStat: Statistics under one umbrella)

Ohio.pdf (Optimal Transport, Topological Data Analysis and Applications to Shape and Machine Learning)

Thesis_Defense.pdf (Thesis Defense in Göttingen)

Twente.pdf (Invited Talk University of Twente)
Curriculum Vitae