140 citations · 658 across the 113 of their papers we have counts for
4 papers · 2 filters
Proximal algorithms for large-scale statistical modeling and sensor/actuator selection
Armin Zare, Hesameddin Mohammadi, Neil K. Dhingra +2
Several problems in modeling and control of stochastically-driven dynamical systems can be cast as regularized semi-definite programs. We examine two such representative problems a…
Ruelle-Bowen continuous-time random walk
Yongxin Chen, Tryphon T. Georgiou, Michele Pavon
We define the probability structure of a continuous-time time-homogeneous Markov jump process, on a finite graph, that represents the continuous-time counterpart of the so-called R…
Relaxed Schroedinger bridges and robust network routing
Yongxin Chen, Tryphon Georgiou, Michele Pavon +1
We consider network routing under random link failures with a desired final distribution. We provide a mathematical formulation of a relaxed transport problem where the final distr…
Measure-valued spline curves: an optimal transport viewpoint
Yongxin Chen, Giovanni Conforti, Tryphon T. Georgiou
The aim of this article is to introduce and address the problem to smoothly interpolate (empirical) probability measures. To this end, we lift the concept of a spline curve from th…