Sciweavers

Share
117 search results - page 1 / 24
» A focused information criterion for graphical models
Sort
View
SAC
2015
ACM
3 years 6 months ago
A focused information criterion for graphical models
A new method for model selection for Gaussian Bayesian networks and Markov networks, with extensions towards ancestral graphs, is constructed to have good mean squared error proper...
Eugen Pircalabelu, Gerda Claeskens, Lourens J. Wal...
IEICET
2007
114views more  IEICET 2007»
8 years 10 months ago
Analytic Optimization of Adaptive Ridge Parameters Based on Regularized Subspace Information Criterion
In order to obtain better learning results in supervised learning, it is important to choose model parameters appropriately. Model selection is usually carried out by preparing a ...
Shun Gokita, Masashi Sugiyama, Keisuke Sakurai
NIPS
2008
8 years 11 months ago
Kernel Measures of Independence for non-iid Data
Many machine learning algorithms can be formulated in the framework of statistical independence such as the Hilbert Schmidt Independence Criterion. In this paper, we extend this c...
Xinhua Zhang, Le Song, Arthur Gretton, Alex J. Smo...
CVIU
2008
126views more  CVIU 2008»
8 years 10 months ago
Optimising dynamic graphical models for video content analysis
A key problem in video content analysis using dynamic graphical models is to learn a suitable model structure given some observed visual data. We propose a Completed Likelihood AI...
Tao Xiang, Shaogang Gong
ICSR
2009
Springer
9 years 4 months ago
Introducing Motivations in Design Pattern Representation
Abstract. Design pattern formalization is aimed at encouraging the use of design patterns during the design phase. Many approaches focuses on providing solutions with a graphical n...
Luca Sabatucci, Massimo Cossentino, Angelo Susi
books