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Academic Bibliography

Search 200 years of publications by Ghent University researchers.

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Your filters: cql: keyword exact "generative models"

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- Journal Article
- A1
- open access
Aleatoric and epistemic uncertainty in machine learning : an introduction to concepts and methods

Eyke Huellermeier and Willem Waegeman (UGent)

(2021) MACHINE LEARNING. 110(3). p.457-506
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- Conference Paper
- C1
- open access
Evaluation of generative modeling techniques for frequency responses

Federico Garbuglia (UGent) , Domenico Spina (UGent) , Dirk Deschrijver (UGent) and Tom Dhaene (UGent)

(2020) ENGINEERING PROCEEDINGS. 3(1).
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- Journal Article
- A1
- open access
Generation of stochastic interconnect responses via gaussian process latent variable models

Simon De Ridder, Dirk Deschrijver (UGent) , Paolo Manfredi (UGent) , Tom Dhaene (UGent) and Dries Vande Ginste (UGent)

(2019) IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY. 61(2). p.582-585
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- Conference Paper
- C3
- open access
Locally-connected transformations for deep GMMs

Aäron van den Oord (UGent) and Joni Dambre (UGent)

(2015) International Conference on Machine Learning (ICML) : Deep learning Workshop, Abstracts. p.1-8
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- PhD Thesis
- open access
Deep architectures for feature extraction and generative modeling

Aäron van den Oord (UGent)

(2015)

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