research
∙
02/28/2022
Rate-Distortion Problems of the Poisson Process based on a Group-Theoretic Approach
We study rate-distortion problems of a Poisson process using a group the...
share
research
∙
05/25/2021
Density estimation on low-dimensional manifolds: an inflation-deflation approach
Normalizing Flows (NFs) are universal density estimators based on Neuron...
research
∙
11/27/2020
A Unification of Weighted and Unweighted Particle Filters
Particle filters (PFs), which are successful methods for approximating t...
research
∙
03/21/2019
The Hitchhikers Guide to Nonlinear Filtering
Nonlinear filtering is the problem of online estimation of a dynamic hid...
research
∙
11/01/2016