Michael Riis Andersen
Michael Riis Andersen
Assistant professor, Technical University of Denmark
Bekræftet mail på dtu.dk
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Kinect depth sensor evaluation for computer vision applications
MR Andersen, T Jensen, P Lisouski, AK Mortensen, MK Hansen, ...
Aarhus University, 1-37, 2012
2522012
Bayesian inference for structured spike and slab priors
MR Andersen, O Winther, LK Hansen
Advances in Neural Information Processing Systems, 1745-1753, 2014
412014
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
182017
Bayesian leave-one-out cross-validation for large data
M Magnusson, MR Andersen, J Jonasson, A Vehtari
arXiv preprint arXiv:1904.10679, 2019
92019
Variable selection for Gaussian processes via sensitivity analysis of the posterior predictive distribution
T Paananen, J Piironen, MR Andersen, A Vehtari
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
72019
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
72018
Bayesian optimization of unimodal functions
MR Andersen, E Siivola, A Vehtari
NIPS workshop on Bayesian optimization, 2017
72017
Sparse inference using approximate message passing
MR Andersen
Technical University of Denmark, Department of Applied Mathematics and Computing, 2014
72014
Hilbert space methods to approximate Gaussian processes using Stan
G Riutort Mayol, MR Andersen, P Bürkner, A Vehtari
preparation, 2019
52019
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
52018
Bayesian structure learning for dynamic brain connectivity
M Andersen, O Winther, LK Hansen, R Poldrack, O Koyejo
International Conference on Artificial Intelligence and Statistics, 1436-1446, 2018
52018
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
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
Practical Hilbert space approximate Bayesian Gaussian processes for probabilistic programming
G Riutort-Mayol, PC Bürkner, MR Andersen, A Solin, A Vehtari
arXiv preprint arXiv:2004.11408, 2020
32020
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
32019
Robust, accurate stochastic optimization for variational inference
AK Dhaka, A Catalina, MR Andersen, M Magnusson, J Huggins, A Vehtari
Advances in Neural Information Processing Systems 33, 2020
22020
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
22019
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
State space expectation propagation: Efficient inference schemes for temporal Gaussian processes
WJ Wilkinson, PE Chang, MR Andersen, A Solin
arXiv preprint arXiv:2007.05994, 2020
12020
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Artikler 1–20