Michael Riis Andersen
Michael Riis Andersen
Assistant professor, Technical University of Denmark
Verified email at dtu.dk
TitleCited byYear
Kinect depth sensor evaluation for computer vision applications
MR Andersen, T Jensen, P Lisouski, AK Mortensen, MK Hansen, ...
Aarhus University, 1-37, 2012
2402012
Bayesian inference for structured spike and slab priors
MR Andersen, O Winther, LK Hansen
Advances in Neural Information Processing Systems, 1745-1753, 2014
382014
Bayesian inference for spatio-temporal spike-and-slab priors
MR Andersen, A Vehtari, O Winther, LK Hansen
The Journal of Machine Learning Research 18 (1), 5076-5133, 2017
162017
Sparse inference using approximate message passing
MR Andersen
Technical University of Denmark, Department of Applied Mathematics and Computing, 2014
52014
Efficient recovery of structured sparse signals via approximate message passing with structured spike and slab prior
X Meng, S Wu, MR Andersen, J Zhu, Z Ni
China Communications 15 (6), 1-17, 2018
42018
EEG source imaging assists decoding in a face recognition task
RS Andersen, AU Eliasen, N Pedersen, MR Andersen, ST Hansen, ...
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
42017
Bayesian optimization of unimodal functions
MR Andersen, E Siivola, A Vehtari
NIPS workshop on Bayesian optimization, 2017
42017
Consumer grade range cameras for monitoring pig feeding behaviour
T Gregersen, T Jensen, MR Andersen, L Mortensen, J Maselyne, ...
Joint European Conference on Precision Livestock Farming, 360-369, 2013
42013
Bayesian structure learning for dynamic brain connectivity
MR Andersen, O Winther, LK Hansen, R Poldrack, O Koyejo
21st International Conference on Artificial Intelligence and Statistics …, 2018
32018
Variable selection for Gaussian processes via sensitivity analysis of the posterior predictive distribution
T Paananen, J Piironen, MR Andersen, A Vehtari
arXiv preprint arXiv:1712.08048, 2017
32017
Unifying probabilistic models for time-frequency analysis
WJ Wilkinson, MR Andersen, JD Reiss, D Stowell, A Solin
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
22019
Bayesian leave-one-out cross-validation for large data
M Magnusson, MR Andersen, J Jonasson, A Vehtari
arXiv preprint arXiv:1904.10679, 2019
22019
Correcting boundary over-exploration deficiencies in Bayesian optimization with virtual derivative sign observations
E Siivola, A Vehtari, J Vanhatalo, J González, MR Andersen
2018 IEEE 28th International Workshop on Machine Learning for Signal …, 2018
22018
Spatio-temporal spike and slab priors for multiple measurement vector problems
MR Andersen, O Winther, LK Hansen
arXiv preprint arXiv:1508.04556, 2015
22015
Learning the solution sparsity of an ill-posed linear inverse problem with the Variational Garrote
MR Andersen, ST Hansen, LK Hansen
2013 IEEE International Workshop on Machine Learning for Signal Processing …, 2013
22013
End-to-End Probabilistic Inference for Nonstationary Audio Analysis
WJ Wilkinson, MR Andersen, JD Reiss, D Stowell, A Solin
arXiv preprint arXiv:1901.11436, 2019
12019
Model selection for Gaussian processes utilizing sensitivity of posterior predictive distribution
T Paananen, J Piironen, MR Andersen, A Vehtari
arXiv 1712, 2017
12017
Leave-One-Out Cross-Validation for Bayesian Model Comparison in Large Data
M Magnusson, MR Andersen, J Jonasson, A Vehtari
arXiv preprint arXiv:2001.00980, 2020
2020
Gaussian process with derivative information for the analysis of the sunlight adverse effects on color of rock art paintings
G Riutort-Mayol, MR Andersen, A Vehtari, JL Lerma
arXiv preprint arXiv:1911.03454, 2019
2019
Ranking variables and interactions using predictive uncertainty measures
T Paananen, MR Andersen, A Vehtari
arXiv preprint arXiv:1910.07942, 2019
2019
The system can't perform the operation now. Try again later.
Articles 1–20