Articles by Wouter M. Kouw | Synthical

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Wouter M. Kouw

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15

Coupled autoregressive active inference agents for control of multi-joint dynamical systems

14 October 2024 by Tim Nisslbeck and Wouter Kouw

Machine Learning, Systems and Control

Planning to avoid ambiguous states through Gaussian approximations to non-linear sensors in active inference agents

3 September 2024 by Wouter Kouw

Systems and Control, Artificial Intelligence

Bayesian grey-box identification of nonlinear convection effects in heat transfer dynamics

9 July 2024 by Wouter Kouw and others

Systems and Control, Computational Engineering, Finance, and Science

Information-seeking polynomial NARX model-predictive control through expected free energy minimization

22 December 2023 by Wouter Kouw

Systems and Control, Machine Learning

Variational Bayes for robust radar single object tracking

28 September 2022 by Alp Sarı and others

Signal Processing, Computer Vision and Pattern Recognition

Target Robust Discriminant Analysis

8 February 2021 by Wouter Kouw and Marco Loog

Machine Learning

Online system identification in a Duffing oscillator by free energy minimisation

2 September 2020 by Wouter Kouw

Machine Learning, Neural and Evolutionary Computing

The Data Representativeness Criterion: Predicting the Performance of Supervised Classification Based on Data Set Similarity

27 February 2020 by Evelien Schat and others

Computer Vision and Pattern Recognition, Methodology

A review of domain adaptation without target labels

24 July 2019 by Wouter Kouw and Marco Loog

Machine Learning

A cross-center smoothness prior for variational Bayesian brain tissue segmentation

11 March 2019 by Wouter Kouw and others

Machine Learning, Computer Vision and Pattern Recognition

An introduction to domain adaptation and transfer learning

14 January 2019 by Wouter Kouw and Marco Loog

Machine Learning, Computer Vision and Pattern Recognition

Reducing variance in importance-weighted cross-validation under covariate shift

24 December 2018 by Wouter Kouw and others

Machine Learning

Learning an MR acquisition-invariant representation using Siamese neural networks

17 October 2018 by Wouter Kouw and others

Computer Vision and Pattern Recognition, Machine Learning

MR Acquisition-Invariant Representation Learning

19 April 2018 by Wouter Kouw and others

Computer Vision and Pattern Recognition, Machine Learning

Effects of sampling skewness of the importance-weighted risk estimator on model selection

19 April 2018 by Wouter Kouw and Marco Loog

Machine Learning

Target contrastive pessimistic risk for robust domain adaptation

25 June 2017 by Wouter Kouw and Marco Loog

Machine Learning

On Regularization Parameter Estimation under Covariate Shift

31 July 2016 by Wouter Kouw and Marco Loog

Machine Learning

Feature-Level Domain Adaptation

7 June 2016 by Wouter Kouw and others

Machine Learning

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Machine Learning Computer Vision and Pattern Recognition Systems and Control Signal Processing Neural and Evolutionary Computing Methodology