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Kaare Brandt Petersen
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2010 – 2019
- 2019
- [c6]Niels Henrik Pontoppidan, Tue Lehn-Schiøler, Kaare Brandt Petersen:
Machine Learning for Condition Monitoring and Innovation. ICASSP 2019: 8067-8071 - 2013
- [j5]Jerónimo Arenas-García, Kaare Brandt Petersen, Gustavo Camps-Valls, Lars Kai Hansen:
Kernel Multivariate Analysis Framework for Supervised Subspace Learning: A Tutorial on Linear and Kernel Multivariate Methods. IEEE Signal Process. Mag. 30(4): 16-29 (2013) - [i1]Jerónimo Arenas-García, Kaare Brandt Petersen, Gustavo Camps-Valls, Lars Kai Hansen:
Kernel Multivariate Analysis Framework for Supervised Subspace Learning: A Tutorial on Linear and Kernel Multivariate Methods. CoRR abs/1310.5089 (2013)
2000 – 2009
- 2007
- [j4]Ole Winther, Kaare Brandt Petersen:
Bayesian independent component analysis: Variational methods and non-negative decompositions. Digit. Signal Process. 17(5): 858-872 (2007) - [j3]Ole Winther, Kaare Brandt Petersen:
Flexible and efficient implementations of Bayesian independent component analysis. Neurocomputing 71(1-3): 221-233 (2007) - [j2]Rasmus Kongsgaard Olsson, Kaare Brandt Petersen, Tue Lehn-Schiøler:
State-Space Models: From the EM Algorithm to a Gradient Approach. Neural Comput. 19(4): 1097-1111 (2007) - [c5]Lars Kai Hansen, Tue Lehn-Schiøler, Kaare Brandt Petersen, Jerónimo Arenas-García, Jan Larsen, Søren Holdt Jensen:
Learning and clean-up in a large scale music database. EUSIPCO 2007: 946-950 - 2006
- [c4]Sigurdur Sigurdsson, Kaare Brandt Petersen, Tue Lehn-Schiøler:
Mel Frequency Cepstral Coefficients: An Evaluation of Robustness of MP3 Encoded Music. ISMIR 2006: 286-289 - [c3]Tue Lehn-Schiøler, Jerónimo Arenas-García, Kaare Brandt Petersen, Lars Kai Hansen:
A Genre Classification Plug-in for Data Collection. ISMIR 2006: 320-321 - [c2]Jerónimo Arenas-García, Kaare Brandt Petersen, Lars Kai Hansen:
Sparse Kernel Orthonormalized PLS for feature extraction in large data sets. NIPS 2006: 33-40 - 2005
- [j1]Kaare Brandt Petersen, Ole Winther, Lars Kai Hansen:
On the Slow Convergence of EM and VBEM in Low-Noise Linear Models. Neural Comput. 17(9): 1921-1926 (2005) - [c1]Kaare Brandt Petersen, Ole Winther:
The EM algorithm in independent component analysis. ICASSP (5) 2005: 169-172
Coauthor Index
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