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Mattia Cerrato

8 papers at tracked venues · 3 at CORE A* · active 2024–2026

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Venues

ECML-PKDD ×5AAAI ×1ACL ×1ICML ×1

Frequent coauthors

Danguole Kalinauskaite
×4
Mantas Lukosevicius
×4
Mykola Pechenizkiy
×4
Kristina Sutiene
×4
Xenia Heilmann
×2
Stefan Kramer
×2
Minh Duc Bui
×1
Manuel Mager
×1
Katharina von der Wense
×1
Kevin Händler
×1
Kirsten Köbschall
×1
Ernst Althaus
×1

Papers

  1. From If-Statements to ML Pipelines: Revisiting Bias in Code-Generation
    ACL 2026 ·
    Minh Duc Bui
    ,
    Xenia Heilmann
    , Mattia Cerrato,
    Manuel Mager
    ,
    Katharina von der Wense
  2. Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2024, Vilnius, Lithuania, September 9-13, 2024, Revised Selected Papers, Part I
    ECML-PKDD 2026 · Mattia Cerrato,
    Danguole Kalinauskaite
    ,
    Mantas Lukosevicius
    ,
    Mykola Pechenizkiy
    ,
    Kristina Sutiene
  3. Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2024, Vilnius, Lithuania, September 9-13, 2024, Revised Selected Papers, Part II
    ECML-PKDD 2026 · Mattia Cerrato,
    Danguole Kalinauskaite
    ,
    Mantas Lukosevicius
    ,
    Mykola Pechenizkiy
    ,
    Kristina Sutiene
  4. Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2024, Vilnius, Lithuania, September 9-13, 2024, Revised Selected Papers, Part III
    ECML-PKDD 2026 · Mattia Cerrato,
    Danguole Kalinauskaite
    ,
    Mantas Lukosevicius
    ,
    Mykola Pechenizkiy
    ,
    Kristina Sutiene
  5. Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2024, Vilnius, Lithuania, September 9-13, 2024, Revised Selected Papers, Part IV
    ECML-PKDD 2026 · Mattia Cerrato,
    Danguole Kalinauskaite
    ,
    Mantas Lukosevicius
    ,
    Mykola Pechenizkiy
    ,
    Kristina Sutiene
  6. Transparent and Adaptive Pruning of Hoeffding Trees
    ECML-PKDD 2025 ·
    Kevin Händler
    ,
    Kirsten Köbschall
    , Mattia Cerrato,
    Stefan Kramer
  7. Differentially Private Sum-Product Networks
    ICML 2024 ·
    Xenia Heilmann
    , Mattia Cerrato,
    Ernst Althaus
  8. Peer Learning: Learning Complex Policies in Groups from Scratch via Action Recommendations
    AAAI 2024 ·
    Cedric Derstroff
    , Mattia Cerrato,
    Jannis Brugger
    ,
    Jan Peters
    ,
    Stefan Kramer