2 citations · 4 across the 2 of their papers we have counts for
4 papers
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…
Adaptive Optimal Transport
Montacer Essid, Debra Laefer, Esteban G. Tabak
An adaptive, adversarial methodology is developed for the optimal transport problem between two distributions and , known only through a finite set of independent samples $(…
Traversing the Schroedinger Bridge strait: Robert Fortet's marvelous proof redux
Montacer Essid, Michele Pavon
In the early 1930's, Erwin Schroedinger, motivated by his quest for a more classical formulation of quantum mechanics, posed a large deviation problem for a cloud of independent Br…
Quadratically-Regularized Optimal Transport on Graphs
Montacer Essid, Justin Solomon
Optimal transportation provides a means of lifting distances between points on a geometric domain to distances between signals over the domain, expressed as probability distributio…