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Jesse Davis

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Faster Repeated Evasion Attacks in Tree Ensembles

Feb 13, 2024
Lorenzo Cascioli, Laurens Devos, Ondřej Kuželka, Jesse Davis

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Deep Neural Network Benchmarks for Selective Classification

Jan 23, 2024
Andrea Pugnana, Lorenzo Perini, Jesse Davis, Salvatore Ruggieri

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Biases in Expected Goals Models Confound Finishing Ability

Jan 18, 2024
Jesse Davis, Pieter Robberechts

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Generating Explanations in Medical Question-Answering by Expectation Maximization Inference over Evidence

Oct 02, 2023
Wei Sun, Mingxiao Li, Damien Sileo, Jesse Davis, Marie-Francine Moens

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Unsupervised Anomaly Detection with Rejection

May 22, 2023
Lorenzo Perini, Jesse Davis

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How to Allocate your Label Budget? Choosing between Active Learning and Learning to Reject in Anomaly Detection

Jan 07, 2023
Lorenzo Perini, Daniele Giannuzzi, Jesse Davis

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Adversarial Example Detection in Deployed Tree Ensembles

Jun 27, 2022
Laurens Devos, Wannes Meert, Jesse Davis

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Elastic Product Quantization for Time Series

Jan 04, 2022
Pieter Robberechts, Wannes Meert, Jesse Davis

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Machine Learning with a Reject Option: A survey

Jul 23, 2021
Kilian Hendrickx, Lorenzo Perini, Dries Van der Plas, Wannes Meert, Jesse Davis

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Leaving Goals on the Pitch: Evaluating Decision Making in Soccer

Apr 07, 2021
Maaike Van Roy, Pieter Robberechts, Wen-Chi Yang, Luc De Raedt, Jesse Davis

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