Kaare Brandt Petersen

According to our database, Kaare Brandt Petersen authored at least 11 papers between 2005 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Machine Learning for Condition Monitoring and Innovation.

Niels Henrik Pontoppidan, Tue Lehn-Schiøler, Kaare Brandt Petersen

Proceedings of the IEEE International Conference on Acoustics, 2019

2013

Kernel Multivariate Analysis Framework for Supervised Subspace Learning: A Tutorial on Linear and Kernel Multivariate Methods.

Jerónimo Arenas-García, Kaare Brandt Petersen, Gustavo Camps-Valls, Lars Kai Hansen

IEEE Signal Process. Mag., 2013

2007

State-Space Models: From the EM Algorithm to a Gradient Approach.

Rasmus Kongsgaard Olsson, Kaare Brandt Petersen, Tue Lehn-Schiøler

Neural Comput., 2007

Flexible and efficient implementations of Bayesian independent component analysis.

Ole Winther, Kaare Brandt Petersen

Neurocomputing, 2007

Bayesian independent component analysis: Variational methods and non-negative decompositions.

Ole Winther, Kaare Brandt Petersen

Digit. Signal Process., 2007

Learning and clean-up in a large scale music database.

Lars Kai Hansen, Tue Lehn-Schiøler, Kaare Brandt Petersen, Jerónimo Arenas-García, Jan Larsen, Søren Holdt Jensen

Proceedings of the 15th European Signal Processing Conference, 2007

2006

Sparse Kernel Orthonormalized PLS for feature extraction in large data sets.

Jerónimo Arenas-García, Kaare Brandt Petersen, Lars Kai Hansen

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Mel Frequency Cepstral Coefficients: An Evaluation of Robustness of MP3 Encoded Music.

Sigurdur Sigurdsson, Kaare Brandt Petersen, Tue Lehn-Schiøler

Proceedings of the ISMIR 2006, 2006

A Genre Classification Plug-in for Data Collection.

Tue Lehn-Schiøler, Jerónimo Arenas-García, Kaare Brandt Petersen, Lars Kai Hansen

Proceedings of the ISMIR 2006, 2006

2005

On the Slow Convergence of EM and VBEM in Low-Noise Linear Models.

Kaare Brandt Petersen, Ole Winther, Lars Kai Hansen

Neural Comput., 2005

The EM algorithm in independent component analysis.

Kaare Brandt Petersen, Ole Winther

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005