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» On Fitting Mixture Models
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ICML
2006
IEEE
14 years 9 months ago
Convex optimization techniques for fitting sparse Gaussian graphical models
We consider the problem of fitting a large-scale covariance matrix to multivariate Gaussian data in such a way that the inverse is sparse, thus providing model selection. Beginnin...
Onureena Banerjee, Laurent El Ghaoui, Alexandre d'...
ICASSP
2011
IEEE
13 years 17 days ago
A reversible jump MCMC algorithm for Bayesian curve fitting by using smooth transition regression models
This paper proposes a Bayesian algorithm to estimate the parameters of a smooth transition regression model. With in this model, time series are divided into segments and a linear...
Matthieu Sanquer, Florent Chatelain, Mabrouka El-G...
IJCV
2007
328views more  IJCV 2007»
13 years 8 months ago
2D vs. 3D Deformable Face Models: Representational Power, Construction, and Real-Time Fitting
Model-based face analysis is a general paradigm with applications that include face recognition, expression recognition, lip-reading, head pose estimation, and gaze estimation. A f...
Iain Matthews, Jing Xiao, Simon Baker
BPM
2005
Springer
113views Business» more  BPM 2005»
14 years 2 months ago
Conformance Testing: Measuring the Fit and Appropriateness of Event Logs and Process Models
Most information systems log events (e.g., transaction logs, audit trails) to audit and monitor the processes they support. At the same time, many of these processes have been expl...
Anne Rozinat, Wil M. P. van der Aalst
ICRA
2007
IEEE
142views Robotics» more  ICRA 2007»
14 years 3 months ago
Fitting 3D Models on Central Catadioptric Images
— Increasing the field of view of camera is an important issue practical in robot vision. One solution is to consider catadioptric camera that allows a 360o field of view. In t...
Éric Marchand, François Chaumette