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ICONIP
2007
13 years 11 months ago
Discovery of Linear Non-Gaussian Acyclic Models in the Presence of Latent Classes
Abstract. An effective way to examine causality is to conduct an experiment with random assignment. However, in many cases it is impossible or too expensive to perform controlled ...
Shohei Shimizu, Aapo Hyvärinen
NIPS
2008
13 years 11 months ago
The Gaussian Process Density Sampler
Ryan Prescott Adams, Iain Murray, David J. C. MacK...
SCAI
2008
13 years 11 months ago
Supporting Maritime Situation Awareness Using Self Organizing Maps and Gaussian Mixture Models
Abstract. Maritime situation awareness is of importance in a lot of areas
Maria Riveiro, Fredrik Johansson, Göran Falkm...
UAI
2008
13 years 11 months ago
Greedy Block Coordinate Descent for Large Scale Gaussian Process Regression
We propose a variable decomposition algorithm
Liefeng Bo, Cristian Sminchisescu