Ghent University Academic Bibliography

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Contrastive active inference

Pietro Mazzaglia (UGent) , Tim Verbelen (UGent) and Bart Dhoedt (UGent)

(2021) NeurIPS 2021, 5th Conference on Neural Information Processing Systems, Proceedings. In Advances in neural information processing systems 34.
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High-dimensional multivariate forecasting with low-rank Gaussian Copula processes

David Salinas, Michael Bohlke-Schneider, Laurent Callot, Roberto Medico and Jan Gasthaus

(2019) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019). In Advances in Neural Information Processing Systems 32.
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Privacy-preserving classification of personal text messages with secure multi-party computation : an application to hate-speech detection

Devin Reich, Ariel Todoki, Rafael Dowsley, Martine De Cock (UGent) and Anderson Nascimento

(2019) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019). In Advances in Neural Information Processing Systems 32.
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Discriminative topic modeling with logistic LDA

Iryna Korshunova, Hanchen Xiong, Mateusz Fedoryszak and Lucas Theis

(2019) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019). In Advances in Neural Information Processing Systems 32. p.1-11
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BRUNO : a deep recurrent model for exchangeable data

Iryna Korshunova, Jonas Degrave, Ferenc Huszar, Yarin Gal, Arthur Gretton and Joni Dambre (UGent)

(2018) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018). In Advances in Neural Information Processing Systems 31. p.1-9
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DeepProbLog : neural probabilistic logic programming

R. Manhaeve, S. Dumancic, A. Kimmig, Thomas Demeester (UGent) and L. De Raedt

(2018) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018). In Advances in Neural Information Processing Systems 31. p.1-14
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#Exploration : a study of count-based exploration for deep reinforcement learning

Haoran Tang, Rein Houthooft (UGent) , Davis Foote, Adam Stooke, Xi Chen, Yan Duan, John Schulman, Filip De Turck (UGent) and Pieter Abbeel

(2017) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 30 (NIPS 2017). In Advances in Neural Information Processing Systems 30. p.1-18
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Lower bounds on the robustness to adversarial perturbations

Jonathan Peck (UGent) , Joris Roels (UGent) , Bart Goossens (UGent) and Yvan Saeys (UGent)

(2017) Advances in neural information processing systems 30 (NIPS 2017). In Advances in Neural Information Processing Systems 30. p.804-813
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InfoGAN: interpretable representation learning by information maximizing Generative Adversarial Nets

Xi Chen, Yan Duan, Rein Houthooft (UGent) , John Schulman, Ilya Sutskever and Pieter Abbeel

(2016) Advances in Neural Information Processing Systems.
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VIME: Variational Information Maximizing Exploration

Rein Houthooft (UGent) , Xi Chen, Yan Duan, John Schulman, Filip De Turck (UGent) and Pieter Abbeel

(2016) Advances in Neural Information Processing Systems.
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Global sensitivity analysis for MAP inference in graphical models

Jasper De Bock (UGent) , Cassio Polpo de Campos and Alessandro Antonucci

(2014) Advances in Neural Information Processing Systems. 27. p.2690-2698
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Label ranking with partial abstention based on thresholded probabilistic models

Weiwei Cheng, Eyke Hüllermeier, Willem Waegeman (UGent) and Volkmar Welker

(2012) Advances in Neural Information Processing Systems. 25. p.2510-2518
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An exact algorithm for F-measure maximization

Krzysztof Dembczyński, Willem Waegeman (UGent) , Weiwei Cheng and Eyke Hüllermeier

(2011) Advances in Neural Information Processing Systems. 24.
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Phoneme recognition with large hierarchical reservoirs

Fabian Triefenbach (UGent) , Azarakhsh Jalalvand (UGent) , Benjamin Schrauwen (UGent) and Jean-Pierre Martens (UGent)

(2010) Advances in Neural Information Processing Systems. 23.
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On computational power and the order-chaos phase transition in Reservoir Computing

Benjamin Schrauwen (UGent) , Lars Buesing and Robert Legenstein

(2009) Advances in Neural Information Processing Systems. 21. p.1425-1432
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Convex methods for transduction

Tijl De Bie (UGent) and Nello Cristianini

(2004) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS. In ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 16. p.73-80

Academic Bibliography

Contrastive active inference

High-dimensional multivariate forecasting with low-rank Gaussian Copula processes

Privacy-preserving classification of personal text messages with secure multi-party computation : an application to hate-speech detection

Discriminative topic modeling with logistic LDA

BRUNO : a deep recurrent model for exchangeable data

DeepProbLog : neural probabilistic logic programming

#Exploration : a study of count-based exploration for deep reinforcement learning

Lower bounds on the robustness to adversarial perturbations

InfoGAN: interpretable representation learning by information maximizing Generative Adversarial Nets

VIME: Variational Information Maximizing Exploration

Global sensitivity analysis for MAP inference in graphical models

Label ranking with partial abstention based on thresholded probabilistic models

An exact algorithm for F-measure maximization

Phoneme recognition with large hierarchical reservoirs

On computational power and the order-chaos phase transition in Reservoir Computing

Convex methods for transduction

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