Thomas B. Schön

Available identifiers

zbMath Open schon.thomas-bWikidataQ91787505 ScholiaQ91787505MaRDI QIDQ247648

List of research outcomes

Publication	Date of Publication	Type
Variational system identification for nonlinear state-space models	2022-12-09	Paper
Machine Learning	2022-02-07	Paper
Stochastic quasi-Newton with line-search regularisation	2021-04-20	Paper
Smoothing With Couplings of Conditional Particle Filters	2020-10-28	Paper
On the smoothness of nonlinear system identification	2020-10-05	Paper
Elements of Sequential Monte Carlo	2020-01-31	Paper
High-Dimensional Filtering Using Nested Sequential Monte Carlo	2019-10-28	Paper
Probabilistic approach to limited-data computed tomography reconstruction	2019-09-20	Paper
On model order priors for Bayesian identification of SISO linear systems	2019-07-03	Paper
Optimal controller/observer gains of discounted-cost LQG systems	2019-04-24	Paper
Maximum likelihood identification of stable linear dynamical systems	2019-02-05	Paper
Decentralized Particle Filter With Arbitrary State Decomposition	2018-07-18	Paper
A General Convergence Result for Particle Filtering	2018-07-18	Paper
A Basic Convergence Result for Particle Filtering	2018-06-27	Paper
Using Inertial Sensors for Position and Orientation Estimation	2018-06-05	Paper
A flexible state-space model for learning nonlinear dynamical systems	2017-09-28	Paper
Marginalized particle filters for mixed linear/nonlinear state-space models	2017-09-20	Paper
Complexity analysis of the marginalized particle filter	2017-09-20	Paper
Bayesian semiparametric Wiener system identification	2017-06-06	Paper
A New Structure Exploiting Derivation of Recursive Direct Weight Optimization	2017-05-16	Paper
On robust input design for nonlinear dynamical models	2017-02-16	Paper
Particle-based Gaussian process optimization for input design in nonlinear dynamical models	2016-03-17	Paper
Mean and variance of the LQG cost function	2016-03-11	Paper
Particle Metropolis-Hastings using gradient and Hessian information	2016-02-22	Paper
https://portal.mardi4nfdi.de/entity/Q2934079	2014-12-08	Paper
A graph/particle-based method for experiment design in nonlinear systems	2014-03-17	Paper
Backward Simulation Methods for Monte Carlo Statistical Inference	2014-01-15	Paper
Identification of Hammerstein-Wiener models	2013-03-04	Paper
System identification of nonlinear state-space models	2011-03-08	Paper
Particle filter SLAM with high dimensional vehicle model	2011-01-04	Paper
The marginalized particle filter – analysis, applications and generalizations	2007-11-20	Paper
On parameter and state estimation for linear differential--algebraic equations	2007-04-13	Paper

Research outcomes over time

Doctoral students

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Known relations from the MaRDI Knowledge Graph

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