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Prototype of interactive visualisation tool for Bayesian active deep learning
In the era of big data in astronomy, we need to develop methods to analyse the data. One such method is Bayesian active deep learning (synergy of Bayesian convolutional neural networks and active learn...
Astronomy (including astrophysics,space science)
- 2024 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Uncovering Relationships using Bayesian Networks: A Case Study on Conspiracy Theories
Bayesian networks (BNs) represent a probabilistic model that can visualize relationships between variables. We apply various BN structure learning algorithms of active, open-minded thinking designed by Jonathan Baron, as we...
Sociology
- 2024 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Stochastic Normalizations as Bayesian Learning
. This randomness appears in the parameters rather than in activations and admits an interpretation as a practical Bayesian learning. We apply this idea to other (deterministic that their generalization performance can be i...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2019 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Improved Learning of Bayesian Networks.
Basic themes in document: Bayesian network; learning; MCMC; inclusion; hill-climbing. ? ? ´ Ţ ć č n...
JC - Počítačový hardware a software
- 2001 •
- D
Rok uplatnění
D - Stať ve sborníku
Deep Bayesian Semi-Supervised Active Learning for Sequence Labelling
introduce a combination of active and semi-supervised learning for sequence labelling that is needed in many active learning query strategies. We propose Monte Carlo token entropyIn recent years, deep learning...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2019 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
On Characterizing Inclusion of Bayesian Networks.
Basic themes in document: Bayesian network; inclusion; learning. Ť ? ? Ó Ű Ý ř N...
JC - Počítačový hardware a software
- 2001 •
- D
Rok uplatnění
D - Stať ve sborníku
On Inclusion-Driven Learning of Bayesian Networks.
Basic themes in document: inclusion bayesian network; optimal learning; greedy equivalence search. ° ş ß â ç é ń ô W...
JD - Využití počítačů, robotika a její aplikace
- 2003 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
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
Learning Noisy-Or Networks with an Application in Linguistics
In this paper we discuss the issue of learning Bayesian networks whose to these models as Mixed Noisy-Or Bayesian Networks. In order to learn the structure of such Bayesian networks we modify the Bayes...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2022 •
- D
Rok uplatnění
D - Stať ve sborníku
Learning Noisy-Or Networks with an Application in Linguistics
In this paper we discuss the issue of learning Bayesian networks whose to these models as Mixed Noisy-Or Bayesian Networks. In order to learn the structure of such Bayesian networks we modify the Bayes...
Statistics and probability
- 2022 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
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