52 citations · 319 across the 50 of their papers we have counts for
53 papers
Control and estimation of multi-commodity network flow under aggregation
Yongxin Chen, Tryphon T. Georgiou, Michele Pavon
A paradigm put forth by E. Schrödinger in 1931/32, known as Schrödinger bridges, represents a formalism to pose and solve control and estimation problems seeking a perturbation fro…
On local entropy, stochastic control and deep neural networks
Michele Pavon
In this paper, we connect some recent papers on smoothing of energy landscapes and scored-based generative models of machine learning to classical work in stochastic control. We cl…
Harmonic Analysis of Social Cognition
Anne Maass, Michele Pavon, Caterina Suitner
In this paper, we argue that some fundamental concepts and tools of signal processing may be effectively applied to represent and interpret social cognition processes. From this vi…
The most likely evolution of diffusing and vanishing particles: Schrodinger Bridges with unbalanced marginals
Yongxin Chen, Tryphon T. Georgiou, Michele Pavon
Stochastic flows of an advective-diffusive nature are ubiquitous in physical sciences. Of particular interest is the problem to reconcile observed marginal distributions with a giv…
Optimal steering to invariant distributions for networks flows
Yongxin Chen, Tryphon T. Georgiou, Michele Pavon
We derive novel results on the ergodic theory of irreducible, aperiodic Markov chains. We show how to optimally steer the network flow to a stationary distribution over a finite or…
Regularized transport between singular covariance matrices
Valentina Ciccone, Yongxin Chen, Tryphon T. Georgiou +1
We consider the problem of steering a linear stochastic system between two end-point degenerate Gaussian distributions in finite time. This accounts for those situations in which s…