Mattia Cerrato
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
12
Venues
9
Active years
2019–2026
Best venue rank
A*
Where they publish
Papers
12 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | From If-Statements to ML Pipelines: Revisiting Bias in Code-Generation. | Minh Duc Bui, Xenia Heilmann, Mattia Cerrato, Manuel Mager, Katharina von der Wense |
| 2025 | DIS | Exploring the Design Space of Fair Tree Learning Algorithms. | Kiara Stempel, Mattia Cerrato, Stefan Kramer |
| 2025 | NeSy | A Neurosymbolic Approach to Counterfactual Fairness. | Xenia Heilmann, Chiara Manganini, Mattia Cerrato, Vaishak Belle |
| 2024 | AAAI | Peer Learning: Learning Complex Policies in Groups from Scratch via Action Recommendations. | Cedric Derstroff, Mattia Cerrato, Jannis Brugger, Jan Peters, Stefan Kramer |
| 2024 | DIS | Science-Gym: A Simple Testbed for AI-Driven Scientific Discovery. | Mattia Cerrato, Nicholas Schmitt, Lennart Baur, Edward Finkelstein, Selina Jukic, Lars Mnzel, Felix Peter Paul, Pascal Pfannes, Benedikt Rohr, Julius Schellenberg, Philipp Wolf, Stefan Kramer |
| 2024 | ICML | Differentially Private Sum-Product Networks. | Xenia Heilmann, Mattia Cerrato, Ernst Althaus |
| 2023 | AAAI | Invariant Representations with Stochastically Quantized Neural Networks. | Mattia Cerrato, Marius Kppel, Roberto Esposito, Stefan Kramer |
| 2023 | DIS | Privacy-Preserving Learning of Random Forests Without Revealing the Trees. | Lukas-Malte Bammert, Stefan Kramer, Mattia Cerrato, Ernst Althaus |
| 2023 | ESANN | Hierarchical priors for Hyperspherical Prototypical Networks. | Samuele Fonio, Lorenzo Paletto, Mattia Cerrato, Dino Ienco, Roberto Esposito |
| 2020 | DSAA | Fair pairwise learning to rank. | Mattia Cerrato, Marius Kppel, Alexander Segner, Roberto Esposito, Stefan Kramer |
| 2020 | SAC | Constraining deep representations with a noise module for fair classification. | Mattia Cerrato, Roberto Esposito, Laura Li Puma |
| 2019 | CogSci | Taxonomic and Whole Object Constraints: A Deep Architecture. | Mattia Cerrato, Edoardo Arnaudo, Valentina Gliozzi, Roberto Esposito |