90 citations · 119 across the 4 of their papers we have counts for
4 papers
Particle Smoothing for Hidden Diffusion Processes: Adaptive Path Integral Smoother
H. -Ch. Ruiz, H. J. Kappen
Particle smoothing methods are used for inference of stochastic processes based on noisy observations. Typically, the estimation of the marginal posterior distribution given all ob…
Adaptive importance sampling for control and inference
Hilbert Johan Kappen, Hans Christian Ruiz
Path integral (PI) control problems are a restricted class of non-linear control problems that can be solved formally as a Feyman-Kac path integral and can be estimated using Monte…
Toroidal Spin Networks: Towards a Generalization of the Decomposition Theorem
Hans-Christian Ruiz
In this paper Moussouris' algorithm for the decomposition of spin networks is reviewed and the implicit assumptions made in the Decomposition Theorem relating a spin network with i…
Introduction to Spin Networks and Towards a Generalization of the Decomposition Theorem
Hans-Christian Ruiz
The objective of this work is twofold. On one hand, it is intended as a short introduction to spin networks and invariants of 3-manifolds. It covers the main areas needed to have a…