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Jesse Davis

Katholieke Universiteit Leuven, Department of Computer Science, Belgium

19 papers at tracked venues · 5 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0002-3748-9263 ↗Homepage ↗

Venues

ECML-PKDD ×9ECAI ×3AAAI ×1ACL ×1AISTATS ×1ICML ×1NeurIPS ×1SDM ×1SIGKDD ×1

Frequent coauthors

Albert Bifet
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Laurens Devos
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Chaahat Jain
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Luca Stradiotti
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Dries Van der Plas
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×1
Pawel Teisseyre
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Wei Sun
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Thomas Daniels
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×1
Lorenzo Cascioli
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×1

Papers

  1. Alignment of Multiple Item Set Sequences for Apnea Detection
    ECML-PKDD 2025 ·
    Dries Van der Plas
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  2. Compressing tree ensembles through Level-wise Optimization and Pruning
    ICML 2025 ·
    Laurens Devos
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  3. Learning from biased positive-unlabeled data via threshold calibration
    AISTATS 2025 ·
    Pawel Teisseyre
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  4. Mitigating Negative Interference in Multilingual Knowledge Editing through Null-Space Constraints
    ACL 2025 ·
    Wei Sun
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  5. Policy Safety Testing in Non-Deterministic Planning: Fuzzing, Test Oracles, Fault Analysis
    ECAI 2025 ·
    Chaahat Jain
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  6. RegCheck: A Real-Time Approach for Flagging Potentially Malicious Domain Name Registrations
    SIGKDD 2025 ·
    Thomas Daniels
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  7. Combining Active Learning and Learning to Reject for Anomaly Detection
    ECAI 2024 ·
    Luca Stradiotti
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  8. Faster Repeated Evasion Attacks in Tree Ensembles
    NeurIPS 2024 ·
    Lorenzo Cascioli
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  9. Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2024, Vilnius, Lithuania, September 9-13, 2024, Proceedings, Part I
    ECML-PKDD 2024 ·
    Albert Bifet
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  10. Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2024, Vilnius, Lithuania, September 9-13, 2024, Proceedings, Part II
    ECML-PKDD 2024 ·
    Albert Bifet
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  11. Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2024, Vilnius, Lithuania, September 9-13, 2024, Proceedings, Part III
    ECML-PKDD 2024 ·
    Albert Bifet
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  12. Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2024, Vilnius, Lithuania, September 9-13, 2024, Proceedings, Part IV
    ECML-PKDD 2024 ·
    Albert Bifet
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  13. Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2024, Vilnius, Lithuania, September 9-13, 2024, Proceedings, Part V
    ECML-PKDD 2024 ·
    Albert Bifet
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  14. Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2024, Vilnius, Lithuania, September 9-13, 2024, Proceedings, Part VI
    ECML-PKDD 2024 ·
    Albert Bifet
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  15. Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2024, Vilnius, Lithuania, September 9-13, 2024, Proceedings, Part VII
    ECML-PKDD 2024 ·
    Albert Bifet
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  16. Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track - European Conference, ECML PKDD 2024, Vilnius, Lithuania, September 9-13, 2024, Proceedings, Part VIII
    ECML-PKDD 2024 ·
    Albert Bifet
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  17. Robustness Verification of Multi-Class Tree Ensembles
    AAAI 2024 ·
    Laurens Devos
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  18. Safety Verification of Tree-Ensemble Policies via Predicate Abstraction
    ECAI 2024 ·
    Chaahat Jain
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  19. Semi-Supervised Isolation Forest for Anomaly Detection
    SDM 2024 ·
    Luca Stradiotti
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