Cerrato, Mattia

6 publications

MLJ 2026 Science-Gym: A Simple Testbed for AI-Driven Scientific Discovery Mattia Cerrato, Lennart Baur, Jannis Brugger, Sajjad Shumaly, Nicholas Schmitt, Edward Finkelstein, Selina Jukic, Lars Münzel, Felix Peter Paul, Pascal Pfannes, Benedikt Rohr, Julius Schellenberg, Philipp Wolf, Stefan Kramer

ICML 2024 Differentially Private Sum-Product Networks Xenia Heilmann, Mattia Cerrato, Ernst Althaus

MLJ 2024 Partitioned Least Squares Roberto Esposito, Mattia Cerrato, Marco Locatelli

AAAI 2024 Peer Learning: Learning Complex Policies in Groups from Scratch via Action Recommendations Cedric Derstroff, Mattia Cerrato, Jannis Brugger, Jan Peters, Stefan Kramer

MLJ 2023 FairSwiRL: Fair Semi-Supervised Classification with Representation Learning Shuyi Yang, Mattia Cerrato, Dino Ienco, Ruggero G. Pensa, Roberto Esposito

AAAI 2023 Invariant Representations with Stochastically Quantized Neural Networks Mattia Cerrato, Marius Köppel, Roberto Esposito, Stefan Kramer