Ghent University Academic Bibliography

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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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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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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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On the calibration of probabilistic classifier sets

Thomas Mortier (UGent) , Viktor Bengs, Eyke Hüllermeier, Stijn Luca (UGent) and Willem Waegeman (UGent)

(2023) Proceedings of The 26th International Conference on Artificial Intelligence and Statistics. In Proceedings of Machine Learning Research 206. p.8857-8870
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Sublinear expectations for countable-state uncertain processes

Alexander Erreygers (UGent)

(2023) International Symposium on Imprecise Probability : theories and applications. In Proceedings of Machine Learning Research 215. p.210-221
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Expected time averages in Markovian imprecise jump processes : a graph-theoretic characterisation of weak ergodicity

Yema Paul (UGent) , Alexander Erreygers (UGent) and Jasper De Bock (UGent)

(2023) International Symposium on Imprecise Probability : theories and applications. In Proceedings of machine learning research 215. p.379-389

Academic Bibliography

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

Conformal predictive systems under covariate shift

Accelerating Hopfield network dynamics : beyond synchronous updates and forward Euler

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

On the calibration of probabilistic classifier sets

Sublinear expectations for countable-state uncertain processes

Expected time averages in Markovian imprecise jump processes : a graph-theoretic characterisation of weak ergodicity

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