CERRATO, MATTIA
CERRATO, MATTIA
Constraining Deep Representations with a Noise Module for Fair Classification
2020-01-01 Mattia Cerrato, Roberto Esposito, Laura Li Puma
Fair Pairwise Learning to Rank
2020-01-01 Mattia Cerrato, Marius Köppel†, Alexander Segner†, Roberto Esposito, Stefan Kramer†
Fair Semi-supervised Representation Learning for Tabular Data Classification
2023-01-01 Shuyi Yang, Mattia Cerrato, Dino Ienco, Ruggero G. Pensa, Roberto Esposito
FairSwiRL: fair semi-supervised classification with representation learning
2023-01-01 Yang, Shuyi; Cerrato, Mattia; Ienco, Dino; Pensa, Ruggero G.; Esposito, Roberto
Hierarchical Priors for Hyperspherical Prototypical Networks
2023-01-01 Samuele Fonio, Lorenzo Paletto, Mattia Cerrato, Dino Ienco, Roberto Esposito
Invariance in Neural Representations with Applications in Fairness and Debiasing
2021-09-14
Partitioned Least Squares
2019-01-01 Roberto Esposito, Mattia Cerrato, Marco Locatelli
Ranking Algorithms for Word Ordering in Surface Realization
2021-01-01 Mazzei Alessandro, Cerrato Mattia, Esposito Roberto, Basile Valerio
Taxonomic and Whole Object Constraints: A Deep Architecture
2019-01-01 Mattia Cerrato, Edoardo Arnaudo, Valentina Gliozzi, Roberto Esposito
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Constraining Deep Representations with a Noise Module for Fair Classification | 2020 | Mattia Cerrato, Roberto Esposito, Laura Li Puma | |
| Fair Pairwise Learning to Rank | 2020 | Mattia Cerrato, Marius Köppel†, Alexander Segner†, Roberto Esposito, Stefan Kramer† | |
| Fair Semi-supervised Representation Learning for Tabular Data Classification | 2023 | Shuyi Yang, Mattia Cerrato, Dino Ienco, Ruggero G. Pensa, Roberto Esposito | |
| FairSwiRL: fair semi-supervised classification with representation learning | 2023 | Yang, Shuyi; Cerrato, Mattia; Ienco, Dino; Pensa, Ruggero G.; Esposito, Roberto | |
| Hierarchical Priors for Hyperspherical Prototypical Networks | 2023 | Samuele Fonio, Lorenzo Paletto, Mattia Cerrato, Dino Ienco, Roberto Esposito | |
| Invariance in Neural Representations with Applications in Fairness and Debiasing | 2021 | - | |
| Partitioned Least Squares | 2019 | Roberto Esposito, Mattia Cerrato, Marco Locatelli | |
| Ranking Algorithms for Word Ordering in Surface Realization | 2021 | Mazzei Alessandro, Cerrato Mattia, Esposito Roberto, Basile Valerio | |
| Taxonomic and Whole Object Constraints: A Deep Architecture | 2019 | Mattia Cerrato, Edoardo Arnaudo, Valentina Gliozzi, Roberto Esposito |