PPaperPicks

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
×8
Tomas Krilavicius
×8
Meelis Kull
×8
Eirini Ntoutsi
×8
Indre Zliobaite
×8
Laurens Devos
×4
Lorenzo Cascioli
×3
Wannes Meert
×2
Timo Martens
×2
Chaahat Jain
×2
Marcel Vinzent
×2
Marcel Steinmetz
×2

Papers

  1. Alignment of Multiple Item Set Sequences for Apnea Detection
    ECML-PKDD 2025 ·
    Dries Van der Plas
    ,
    Johan Verbraecken
    , Jesse Davis,
    Wannes Meert
  2. Compressing tree ensembles through Level-wise Optimization and Pruning
    ICML 2025 ·
    Laurens Devos
    ,
    Timo Martens
    ,
    Deniz Can Oruc
    ,
    Wannes Meert
    ,
    Hendrik Blockeel
    , Jesse Davis
  3. Learning from biased positive-unlabeled data via threshold calibration
    AISTATS 2025 ·
    Pawel Teisseyre
    ,
    Timo Martens
    ,
    Jessa Bekker
    , Jesse Davis
  4. Mitigating Negative Interference in Multilingual Knowledge Editing through Null-Space Constraints
    ACL 2025 ·
    Wei Sun
    ,
    Tingyu Qu
    ,
    Mingxiao Li
    , Jesse Davis,
    Marie-Francine Moens
  5. Policy Safety Testing in Non-Deterministic Planning: Fuzzing, Test Oracles, Fault Analysis
    ECAI 2025 ·
    Chaahat Jain
    ,
    Daniel Sherbakov
    ,
    Marcel Vinzent
    ,
    Marcel Steinmetz
    , Jesse Davis,
    Jörg Hoffmann
  6. RegCheck: A Real-Time Approach for Flagging Potentially Malicious Domain Name Registrations
    SIGKDD 2025 ·
    Thomas Daniels
    ,
    Maarten Bosteels
    ,
    Pieter Robberechts
    , Jesse Davis
  7. Combining Active Learning and Learning to Reject for Anomaly Detection
    ECAI 2024 ·
    Luca Stradiotti
    ,
    Lorenzo Perini
    , Jesse Davis
  8. Faster Repeated Evasion Attacks in Tree Ensembles
    NeurIPS 2024 ·
    Lorenzo Cascioli
    ,
    Laurens Devos
    ,
    Ondrej Kuzelka
    , Jesse Davis
  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
    , Jesse Davis,
    Tomas Krilavicius
    ,
    Meelis Kull
    ,
    Eirini Ntoutsi
    ,
    Indre Zliobaite
  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
    , Jesse Davis,
    Tomas Krilavicius
    ,
    Meelis Kull
    ,
    Eirini Ntoutsi
    ,
    Indre Zliobaite
  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
    , Jesse Davis,
    Tomas Krilavicius
    ,
    Meelis Kull
    ,
    Eirini Ntoutsi
    ,
    Indre Zliobaite
  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
    , Jesse Davis,
    Tomas Krilavicius
    ,
    Meelis Kull
    ,
    Eirini Ntoutsi
    ,
    Indre Zliobaite
  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
    , Jesse Davis,
    Tomas Krilavicius
    ,
    Meelis Kull
    ,
    Eirini Ntoutsi
    ,
    Indre Zliobaite
  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
    , Jesse Davis,
    Tomas Krilavicius
    ,
    Meelis Kull
    ,
    Eirini Ntoutsi
    ,
    Indre Zliobaite
  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
    , Jesse Davis,
    Tomas Krilavicius
    ,
    Meelis Kull
    ,
    Eirini Ntoutsi
    ,
    Indre Zliobaite
  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
    ,
    Povilas Daniusis
    , Jesse Davis,
    Tomas Krilavicius
    ,
    Meelis Kull
    ,
    Eirini Ntoutsi
    ,
    Kai Puolamäki
    ,
    Indre Zliobaite
  17. Robustness Verification of Multi-Class Tree Ensembles
    AAAI 2024 ·
    Laurens Devos
    ,
    Lorenzo Cascioli
    , Jesse Davis
  18. Safety Verification of Tree-Ensemble Policies via Predicate Abstraction
    ECAI 2024 ·
    Chaahat Jain
    ,
    Lorenzo Cascioli
    ,
    Laurens Devos
    ,
    Marcel Vinzent
    ,
    Marcel Steinmetz
    , Jesse Davis,
    Jörg Hoffmann
  19. Semi-Supervised Isolation Forest for Anomaly Detection
    SDM 2024 ·
    Luca Stradiotti
    ,
    Lorenzo Perini
    , Jesse Davis