Ghent University Academic Bibliography

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Conformal predictive systems under covariate shift

Jef Jonkers (UGent) , Glenn Van Wallendael (UGent) , Luc Duchateau (UGent) and Sofie Van Hoecke (UGent)

(2024) 13TH SYMPOSIUM ON CONFORMAL AND PROBABILISTIC PREDICTION WITH APPLICATIONS. In Proceedings of Machine Learning Research 230. p.406-423
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Accelerating Hopfield network dynamics : beyond synchronous updates and forward Euler

Cédric Goemaere (UGent) , Johannes Deleu (UGent) and Thomas Demeester (UGent)

(2024) 1ST ECAI WORKSHOP ON MACHINE LEARNING MEETS DIFFERENTIAL EQUATIONS : FROM THEORY TO APPLICATIONS. In Proceedings of Machine Learning Research 255.
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Loop closure with a low power millimeter wave radar sensor using an autoencoder

Pieter Meiresone (UGent) , David Van Hamme (UGent) and Wilfried Philips (UGent)

(2024) NORTHERN LIGHTS DEEP LEARNING CONFERENCE, VOL 233. In Proceedings of Machine Learning Research 233. p.153-157
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Imprecision in martingale-theoretic prequential randomness

Floris Persiau (UGent) and Gert de Cooman (UGent)

(2023) Proceedings of Machine Learning Research. In Proceedings of Machine Learning Research 215. p.390-400
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A theory of desirable things

Jasper De Bock (UGent)

(2023) Proceedings of Machine Learning Research. In Proceedings of Machine Learning Research 215. p.141-152
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Causal proxy models for concept-based model explanations

Z. Wu, Karel D'Oosterlinck (UGent) , A. Geiger, A. Zur and C. Potts

(2023) Proceedings of the 40th International Conference on Machine Learning. In Proceedings of machine learning research 202. p.37313-37334
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Mastering the unsupervised reinforcement learning benchmark from Pixels

S. Rajeswar, Pietro Mazzaglia (UGent) , Tim Verbelen (UGent) , A. Piche, Bart Dhoedt (UGent) , A. Courville and A. Lacoste

(2023) Proceedings of the 40th International Conference on Machine Learning. In Proceedings of machine learning research 202. p.28598-28617
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Indistinguishability through exchangeability in quantum mechanics?

Keano De Vos (UGent) , Gert de Cooman (UGent) and Jasper De Bock (UGent)

(2023) International Symposium on Imprecise Probability : theories and applications, Proceedings. In Proceedings of Machine Learning Research 215. p.177-188
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Desirable sets of things and their logic

Gert de Cooman (UGent) , Arthur Van Camp (UGent) and Jasper De Bock (UGent)

(2023) International Symposium on Imprecise Probability : theories and applications, Proceedings. In Proceedings of machine learning research 215. p.153-164
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{PF}²ES : parallel feasible pareto frontier entropy search for multi-objective Bayesian optimization

Jixiang Qing (UGent) , Henry B. Moss, Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2023) INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 206. In Proceedings of Machine Learning Research 206. p.2565-2588

Academic Bibliography

Conformal predictive systems under covariate shift

Accelerating Hopfield network dynamics : beyond synchronous updates and forward Euler

Loop closure with a low power millimeter wave radar sensor using an autoencoder

Imprecision in martingale-theoretic prequential randomness

A theory of desirable things

Causal proxy models for concept-based model explanations

Mastering the unsupervised reinforcement learning benchmark from Pixels

Indistinguishability through exchangeability in quantum mechanics?

Desirable sets of things and their logic

{PF}²ES : parallel feasible pareto frontier entropy search for multi-objective Bayesian optimization

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