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» Density Estimation Using Mixtures of Mixtures of Gaussians
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CCE
2005
13 years 9 months ago
Pervaporation of hydrazine-water through hollow fiber module: Modeling and simulation
The mathematical model was formulated to simulate the performance of hollow fiber module for pervaporative separation of binary liquid mixture of hydrazine/water. Separate equatio...
Nazish Hoda, Satyanarayana V. Suggala, Prashant K....
ICASSP
2008
IEEE
14 years 3 months ago
Robust kernel density estimation
In this paper, we propose a method for robust kernel density estimation. We interpret a KDE with Gaussian kernel as the inner product between a mapped test point and the centroid ...
JooSeuk Kim, Clayton Scott
COLT
2010
Springer
13 years 7 months ago
Forest Density Estimation
We study graph estimation and density estimation in high dimensions, using a family of density estimators based on forest structured undirected graphical models. For density estim...
Anupam Gupta, John D. Lafferty, Han Liu, Larry A. ...
ICDAR
2003
IEEE
14 years 2 months ago
Optimizing the Number of States, Training Iterations and Gaussians in an HMM-based Handwritten Word Recognizer
In off-line handwriting recognition, classifiers based on hidden Markov models (HMMs) have become very popular. However, while there exist well-established training algorithms, s...
Simon Günter, Horst Bunke
ICONIP
2007
13 years 10 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