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Schr\"{o} dinger Bridge with Quadratic State Cost is Exactly Solvable
Schr\"{o} dinger bridge is a diffusion process that steers a given distribution to another in a
prescribed time while minimizing the effort to do so. It can be seen as the stochastic …
prescribed time while minimizing the effort to do so. It can be seen as the stochastic …
Stochastic Learning of Computational Resource Usage as Graph Structured Multimarginal Schr\" odinger Bridge
We propose to learn the time-varying stochastic computational resource usage of software
as a graph structured Schr\" odinger bridge problem. In general, learning the computational …
as a graph structured Schr\" odinger bridge problem. In general, learning the computational …
Weyl Calculus and Exactly Solvable Schrödinger Bridges with Quadratic State Cost
Schrödinger bridge-a stochastic dynamical generalization of optimal mass transport–
exhibits a learning-control duality. Viewed as a stochastic control problem, the Schrödinger …
exhibits a learning-control duality. Viewed as a stochastic control problem, the Schrödinger …
Towards Efficient Quantum Computation of Molecular Ground State Energies using Bayesian Optimization with Priors over Surface Topology
Variational Quantum Eigensolvers (VQEs) represent a promising approach to computing
molecular ground states and energies on modern quantum computers. These approaches …
molecular ground states and energies on modern quantum computers. These approaches …
[BOOK][B] Measure-valued Proximal Recursions for Learning and Control
I Nodozi - 2024 - search.proquest.com
In this dissertation, we investigate convex optimization problems over the space of
probability measures, highlighting applications in stochastic control, stochastic modeling …
probability measures, highlighting applications in stochastic control, stochastic modeling …