Concepedia

Kaare Brandt Petersen

KB

7

Publications

1.8K

Citations

7

H-Index

2005

Active since

Affiliations

Technical University of Denmark(Current)

Kaare Brandt Petersen is an author at Technical University of Denmark specializing in engineering, statistical inference, and statistics.

Top concepts

EngineeringStatisticsStatistical InferenceFunctional Data AnalysisData SciencePublic HealthComputer ScienceBayesian StatisticsArtsMusic

Publications per year

2005–2012

7

Publications

7

The Matrix Cookbook

Kaare Brandt Petersen, Michael Syskind Pedersen · 2012 · 1.5K citations · Full text

Mel Frequency Cepstral Coefficients: An Evaluation Of Robustness Of Mp3 Encoded Music.

Sigurður Sigurdsson, Kaare Brandt Petersen, Tue Lehn-Schiøler · 2006 · 144 citations · Full text

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

Kaare Brandt Petersen, Ole Winther, Lars Kai Hansen · Neural Computation · 2005 · 33 citations

Variational Bayes Em, Parameter Identification, Parameter Estimation +13

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

Rasmus Kongsgaard Olsson, Kaare Brandt Petersen, Tue Lehn-Schiøler · Neural Computation · 2007 · 22 citations

State Estimation, Em Algorithm, Nonlinear System Identification +14

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

Ole Winther, Kaare Brandt Petersen · Digital Signal Processing · 2007 · 20 citations

Bayesian Statistics, Mixture Distribution, Statistical Inference +6

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