Michael Riis Andersen
Michael Riis Andersen
Assistant professor, Technical University of Denmark
Vahvistettu sähköpostiosoite verkkotunnuksessa dtu.dk
Kinect depth sensor evaluation for computer vision applications
MR Andersen, T Jensen, P Lisouski, AK Mortensen, MK Hansen, ...
Aarhus University, 1-37, 2012
Bayesian inference for structured spike and slab priors
MR Andersen, O Winther, LK Hansen
Advances in Neural Information Processing Systems 27, 1745-1753, 2014
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
Bayesian leave-one-out cross-validation for large data
M Magnusson, M Andersen, J Jonasson, A Vehtari
International Conference on Machine Learning, 4244-4253, 2019
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
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
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
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
Sparse inference using approximate message passing
MR Andersen
Technical University of Denmark, Department of Applied Mathematics and Computing, 2014
Bayesian optimization of unimodal functions
MR Andersen, E Siivola, A Vehtari
NIPS workshop on Bayesian optimization, 2017
Leave-one-out cross-validation for Bayesian model comparison in large data
M Magnusson, A Vehtari, J Jonasson, M Andersen
International Conference on Artificial Intelligence and Statistics, 341-351, 2020
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
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
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
Consumer grade range cameras for monitoring pig feeding behaviour
T Gregersen, T Jensen, M Andersen, L Mortensen, J Maselyne, E Hessel, ...
Papers presented at the 6th European Conference on Precision Livestock …, 2013
State space expectation propagation: Efficient inference schemes for temporal Gaussian processes
W Wilkinson, P Chang, M Andersen, A Solin
International Conference on Machine Learning, 10270-10281, 2020
Robust, accurate stochastic optimization for variational inference
AK Dhaka, A Catalina, MR Andersen, M Magnusson, JH Huggins, ...
arXiv preprint arXiv:2009.00666, 2020
End-to-end probabilistic inference for nonstationary audio analysis
W Wilkinson, M Andersen, JD Reiss, D Stowell, A Solin
International Conference on Machine Learning, 6776-6785, 2019
Hilbert space methods to approximate Gaussian processes using Stan
G Riutort Mayol, MR Andersen, P Bürkner, A Vehtari
preparation, 2019
Ranking variables and interactions using predictive uncertainty measures
T Paananen, MR Andersen, A Vehtari
arXiv preprint arXiv:1910.07942, 2019
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Artikkelit 1–20