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On learning decomposable models.
Basic themes in document: graphical models; decomposable models; structural learning.
BD - Teorie informace
- 2000 •
- D
Rok uplatnění
D - Stať ve sborníku
Learning Decomposable Models for Classification.
Basic themes in document: learning; decomposable models; classification. ? ? ś î ô ö ú b...
JD - Využití počítačů, robotika a její aplikace
- 2001 •
- D
Rok uplatnění
D - Stať ve sborníku
Greedy search among decomposable models
Main topics of the document: Machine Learning; Greedy Search; Decomposable Models; Likelihood-ratio...
BA - Obecná matematika
- 2011 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Compositional Models: Iterative Structure Learning from Data
Main topics of the document: compositional models; structure learning; decomposability; Kullback-Leibler divergence...
Business and management
- 2021 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
New Algorithm for Learning Decomposable Models.
Basic themes in document: graphical models; structure learning; bayesian networks.
BD - Teorie informace
- 2000 •
- D
Rok uplatnění
D - Stať ve sborníku
The chordal graph polytope for learning decomposable models
This theoretical paper is inspired by an integer linear programming (ILP) approach to learning the structure of decomposable models. We intend to represent decomposable models by special zero-one vectors...
BA - Obecná matematika
- 2016 •
- D
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D - Stať ve sborníku
Towards using the chordal graph polytope in learning decomposable models
The motivation for this paper is the integer linear programming (ILP) approach to learning the structure of a decomposable graphical model. We have chosen to represent decomposable models by means of speci...
Statistics and probability
- 2017 •
- Jimp •
- Link
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Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Entropy-Based Learning of Compositional Models from Data
We investigate learning of belief function compositional models from data using information content and mutual information based on two different definitions of entropy consistent and decomposable compositional model
Pure mathematics
- 2021 •
- D •
- Link
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D - Stať ve sborníku
Výsledek na webu
An algeraic approach to structural learning Bayesian networks
Basic idea is that every Bayesian network (BN) model is uniquely described by a certain integral vector, named standard imset. Every score-equivalent decomposable criterion appreas to be an affine function of the standard imset. Alb...
BA - Obecná matematika
- 2006 •
- D
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D - Stať ve sborníku
Computing the Decomposable Entropy of Graphical Belief Function Models
the decomposable entropy of the model. Finally, the decomposable entropy generalizes Shannon’s-Shafer (D-S) belief functions called decomposable entropy. Here, we provide an algorithm for computing the decompo...
Applied mathematics
- 2022 •
- D
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D - Stať ve sborníku
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