Esposito, Roberto

9 publications

AISTATS 2025 Hyperbolic Prototypical Entailment Cones for Image Classification Samuele Fonio, Roberto Esposito, Marco Aldinucci

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

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

JMLR 2009 CarpeDiem: Optimizing the Viterbi Algorithm and Applications to Supervised Sequential Learning Roberto Esposito, Daniele P. Radicioni

ICML 2007 CarpeDiem: An Algorithm for the Fast Evaluation of SSL Classifiers Roberto Esposito, Daniele Paolo Radicioni

ICML 2005 Experimental Comparison Between Bagging and Monte Carlo Ensemble Classification Roberto Esposito, Lorenza Saitta

ICML 2004 A Monte Carlo Analysis of Ensemble Classification Roberto Esposito, Lorenza Saitta

IJCAI 2003 Monte Carlo Theory as an Explanation of Bagging and Boosting Roberto Esposito, Lorenza Saitta