Jesse Davis
Katholieke Universiteit Leuven
H-index: 36
Europe-Belgium
Top articles of Jesse Davis
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Unsupervised anomaly detection with rejection | Advances in Neural Information Processing Systems | Lorenzo Perini Jesse Davis | 2024/2/13 |
Deep Neural Network Benchmarks for Selective Classification | arXiv preprint arXiv:2401.12708 | Andrea Pugnana Lorenzo Perini Jesse Davis Salvatore Ruggieri | 2024/1/23 |
Biases in Expected Goals Models Confound Finishing Ability | arXiv preprint arXiv:2401.09940 | Jesse Davis Pieter Robberechts | 2024/1/18 |
Machine learning with a reject option: A survey | Machine Learning | Kilian Hendrickx Lorenzo Perini Dries Van der Plas Wannes Meert Jesse Davis | 2024/3/29 |
Semi-Supervised Isolation Forest for Anomaly Detection | Luca Stradiotti Lorenzo Perini Jesse Davis | 2024 | |
Robustness Verification of Multi-Class Tree Ensembles | Proceedings of the AAAI Conference on Artificial Intelligence | Laurens Devos Lorenzo Cascioli Jesse Davis | 2024/3/24 |
Machine Learning and Data Mining for Sports Analytics: 10th International Workshop, MLSA 2023, Turin, Italy, September 18, 2023, Revised Selected Papers | Jan Van Haaren Albrecht Zimmermann Joris Renkens Guy Van den Broeck Tim Op De BeÊck | 2013/10/28 | |
Faster Repeated Evasion Attacks in Tree Ensembles | arXiv preprint arXiv:2402.08586 | Lorenzo Cascioli Laurens Devos Ondřej Kuželka Jesse Davis | 2024/2/13 |
Expected Metrics as a Measure of Skill: Reflections on Finishing in Soccer | Proceedings of the 10th Workshop on Machine Learning and Data Mining for Sports Analytics | Jesse Davis Pieter Robberechts | 2023/7/12 |
Learning from Positive and Unlabeled Multi-Instance Bags in Anomaly Detection | Lorenzo Perini Vincent Vercruyssen Jesse Davis | 2023/8/6 | |
Time-Shifted Transformers for Driver Identification Using Vehicle Data | IEEE Transactions on Intelligent Transportation Systems | Wim Govers Aras Yurtman Turgay Aslandere Nicole Eikelenberg Wannes Meert | 2023/11/1 |
How to allocate your label budget? choosing between active learning and learning to reject in anomaly detection | arXiv preprint arXiv:2301.02909 | Lorenzo Perini Daniele Giannuzzi Jesse Davis | 2023/1/7 |
A Markov framework for learning and reasoning about strategies in professional soccer | Journal of Artificial Intelligence Research | Maaike Van Roy Pieter Robberechts Wen-Chi Yang Luc De Raedt Jesse Davis | 2023/6/19 |
un-xPass: Measuring Soccer Player's Creativity | Pieter Robberechts Maaike Van Roy Jesse Davis | 2023/8/6 | |
An Analysis of the Influence of Game Context on Team Playing Style | Proceedings of the 2023 StatsBomb Conference | Deniz Can Oruç Lorenzo Cascioli Luca Stradiotti Pieter Robberechts Jesse Davis | 2023/10/3 |
Lifted reasoning for combinatorial counting | Journal of Artificial Intelligence Research | Pietro Totis Jesse Davis Luc De Raedt Angelika Kimmig | 2023/1/5 |
Measuring pace of play in elite female soccer | Lotte Bransen Jesse Davis | 2023/5/24 | |
Detecting epileptic seizures using hand-crafted and automatically constructed EEG features | IEEE Transactions on Biomedical Engineering | Arne De Brabandere Christos Chatzichristos Wim Van Paesschen Maarten De Vos Jesse Davis | 2023/7/28 |
ETSY: A rule-based approach to Event and Tracking data SYnchronization | Maaike Van Roy Lorenzo Cascioli Jesse Davis | 2023/9/18 | |
A novel reject option applied to sleep stage scoring | Dries Van der Pias Wannes Meert Johan Verbraecken Jesse Davis | 2023 |
Co-Authors
