Talks & Poster Presentations


2024

Embodied artificial intelligence through free energy minimization
Sep 19, 2024 16:20 — 16:30 TU Eindhoven, Netherlands
Slides
Planning to avoid ambiguous states through Gaussian approximations to non-linear sensors
Sep 11, 2024 10:40 — 14:50 Corpus Christi College, Oxford, United Kingdom
Slides
Bayesian grey-box identification of nonlinear convection effects in heat transfer dynamics
Aug 22, 2024 10:30 — 11:00 Northumbria University, Newcastle-upon-Tyne, United Kingdom
Slides
Information-seeking polynomial NARX model-predictive control through free energy minimization
Jul 12, 2024 14:00 — 14:30 Toronto, Canada
Slides
Bayesian machine learning for embodied artificial intelligence
May 31, 2024 13:30 — 15:00 RWTH Aachen, Germany
Slides
Natural AI for control and mobile robotics
Apr 15, 2024 13:30 — 15:00 University of Amsterdam, Netherlands
Slides

2023

Variational Bayesian inference for system identification
Apr 26, 2023 13:30 — 15:00 Eindhoven, Netherlands
Code Slides

2022

Variational message passing for online Bayesian NARMAX identification
Jun 9, 2022 15:30 — 15:45 Atlanta, United States
Slides Video

2021

Target robust discriminant analysis
Jan 21, 2021 12:30 — 13:30 Online
Slides Video

2019

Robust importance-weighted cross-validation under sample selection bias
Oct 14, 2019 University of Pittsburgh, Pittsburgh, PA, USA
Poster
Sequential domain-adaptive machine learning
Aug 29, 2019 Kasteel Oud-Poelgeest, Leiden, the Netherlands
Poster
Cross-center smoothness prior for Bayesian image segmentation
Jun 4, 2019 Hong Kong University of Science & Technology, Hong Kong
Poster
MR acquisition-invariant representation learning
Apr 8, 2019 — Apr 11, 2019 Venice, Italy
Poster

2018

Big data & trust
Sep 8, 2018 Kasteel Oud-Poelgeest, Leiden, the Netherlands
Slides
Effects of sampling skewness in importance-weighted cross-validation
Aug 20, 2018 Beijing, China
Poster
MR acquisition-invariant representation learning
May 9, 2018 11:00 — 12:00 TU Eindhoven, Eindhoven, the Netherlands
Poster

2017

Variance reduction techniques for importance-weighted cross-validation
Mar 9, 2017 16:00 — 16:30 Amersfoort, Netherlands
Slides Poster

2016

On cross-validation under covariate shift
Dec 10, 2016 Cancún, Mexico
Poster
Target contrastive estimator for robust domain adaptation
May 27, 2016 15:00 — 16:00 Erasmus MC, Rotterdam, the Netherlands
Slides
Feature-level domain adaptation
Mar 20, 2016 10:00 — 10:30 Amersfoort, Netherlands
Slides Poster

2015

Feature absence regularization for domain-adaptive learning
Mar 17, 2015 Amersfoort, Netherlands
Poster