2 citations · 3 across the 2 of their papers we have counts for
4 papers
Distributional barycenter problem through data-driven flows
Esteban G. Tabak, Giulio Trigila, Wenjun Zhao
A new method is proposed for the solution of the data-driven optimal transport barycenter problem and of the more general distributional barycenter problem that the article introdu…
Data Driven Conditional Optimal Transport
Esteban G. Tabak, Giulio Trigila, Wenjun Zhao
A data driven procedure is developed to compute the optimal map between two conditional probabilities and depending on a set of covari…
An implicit gradient-descent procedure for minimax problems
Montacer Essid, Esteban Tabak, Giulio Trigila
A game theory inspired methodology is proposed for finding a function's saddle points. While explicit descent methods are known to have severe convergence issues, implicit methods…
The data-driven Schroedinger bridge
Michele Pavon, Esteban G Tabak, Giulio Trigila
Erwin Schroedinger posed, and to a large extent solved in 1931/32 the problem of finding the most likely random evolution between two continuous probability distributions. This art…