Talks & Poster Presentations

A list of presentations, both in oral and poster form:

2024

Embodied artificial intelligence through free energy minimization
Planning to avoid ambiguous states through Gaussian approximations to non-linear sensors
Bayesian grey-box identification of nonlinear convection effects in heat transfer dynamics
Bayesian machine learning for embodied artificial intelligence
Natural AI for control and mobile robotics

2023

Variational Bayesian inference for system identification

2022

Variational message passing for online Bayesian NARMAX identification

2021

Target robust discriminant analysis

2019

Robust importance-weighted cross-validation under sample selection bias
Sequential domain-adaptive machine learning
Cross-center smoothness prior for Bayesian image segmentation
MR acquisition-invariant representation learning

2018

Big data & trust
MR acquisition-invariant representation learning

2017

Variance reduction techniques for importance-weighted cross-validation

2016

On cross-validation under covariate shift
Target contrastive estimator for robust domain adaptation
Feature-level domain adaptation

2015