Filters
Linear Bayes Classification for Mortality Prediction
and used to train linear Bayes classifier.
JC - Počítačový hardware a software
- 2012 •
- D
Rok uplatnění
D - Stať ve sborníku
Linear Inverse Problem with Range Prior on Correlations and Its Variational Bayes Inference
The choice of regularization for an ill-conditioned linear inverse problem has significant impact on the resulting estimates. We consider a linear inverse model with on the solution in the form of zero mean Gaussian prior and with c...
Statistics and probability
- 2017 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Bayesian Identification of Parameters Describing Nonlinear Models of Heterogeneous Media
expansion setting and the Bayes linear form of updating, i.e. minimum variance...
BA - Obecná matematika
- 2012 •
- O •
- Link
Rok uplatnění
O - Ostatní výsledky
Výsledek na webu
The Restricted Variational Bayes Approximation in Bayesian Filtering
The Variational Bayes (VB) approach is used as a one-step approximation for Bayesian ?ltering. It requires the availability of moments of the free-form distributional optimizers. The latter may have intractable functional forms and their per...
BC - Teorie a systémy řízení
- 2006 •
- D
Rok uplatnění
D - Stať ve sborníku
Asymptotic behaviour of regression pre-test estimators with minimal Bayes risk
Pre-test estimators (PTE) are considered which are optimal under a Bayes risk among PTE with general measurable sets as “regions of significance” for the test statistic t associated with the estimate of a given regression coeffic...
BA - Obecná matematika
- 2007 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Non-linear failure rate: A Bayes study using Hamiltonian Monte Carlo simulation
A non-linear failure ratemodel is introduced, analyzed, and applied to real data sets for both censored and uncensored data. The Hamiltonian Monte Carlo and cross-entropy methods have been exploited to empower the traditional methods of stat...
Statistics and probability
- 2020 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
PDF based strongly non-linear analysis of randomly imperfect shells.
Response of thin walled structure is significant influenced by random imperfections in their geometric form. A compromising procedure of their analyses can be based on an application of the Bayes theorem....
JM - Inženýrské stavitelství
- 2001 •
- D
Rok uplatnění
D - Stať ve sborníku
But System for the Second Dihard Speech Diarization Challenge
) of x-vectors, followed by another x-vector clustering based on Bayes hidden Markov model and variational Bayes inference. We provide a comparison of the improvement applying AHC on the fusion of per channel probabilistic linea...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2020 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Recursive identification of the ARARX model based on the variational Bayes method
is countered by the fact that the ARARX system is no longer linear-in-parameters unless. While the former condition reduces the estimation problem to standard linear least on the variational Bayes (VB) method....
Automation and control systems
- 2023 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Compositional regression with functional response
The problem of performing functional linear regression when the response variable is represented as a probability density function (PDF) is addressed. PDFs on the theory of Bayes Hilbert spaces. The geometry of Bayes spaces...
Statistics and probability
- 2018 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
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