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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

Minh Duc Bui
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Kevin Händler
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Xenia Heilmann
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Cedric Derstroff
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Papers

  1. From If-Statements to ML Pipelines: Revisiting Bias in Code-Generation
    ACL 2026 ·
    Minh Duc Bui
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  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
  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
  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
  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
  6. Transparent and Adaptive Pruning of Hoeffding Trees
    ECML-PKDD 2025 ·
    Kevin Händler
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  7. Differentially Private Sum-Product Networks
    ICML 2024 ·
    Xenia Heilmann
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  8. Peer Learning: Learning Complex Policies in Groups from Scratch via Action Recommendations
    AAAI 2024 ·
    Cedric Derstroff
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