Granese, Federica

7 publications

ECML-PKDD 2025 Merging Embedded Topics with Optimal Transport for Online Topic Modeling on Data Streams Federica Granese, Benjamin Navet, Serena Villata, Charles Bouveyron

NeurIPSW 2024 Adapting TabPFN for Zero-Inflated Metagenomic Data Giulia Perciballi, Federica Granese, Ahmad Fall, Farida Zehraoui, Edi Prifti, Jean-Daniel Zucker

AISTATS 2024 Optimal Zero-Shot Detector for Multi-Armed Attacks Federica Granese, Marco Romanelli, Pablo Piantanida

TMLR 2023 A Halfspace-Mass Depth-Based Method for Adversarial Attack Detection Marine Picot, Federica Granese, Guillaume Staerman, Marco Romanelli, Francisco Messina, Pablo Piantanida, Pierre Colombo

NeurIPSW 2023 The Negative Impact of Denoising on Automated Classification of Electrocardiograms Federica Granese, Ahmad Fall, Alex Lence, Joe-Elie Salem, Jean-Daniel Zucker, Edi Prifti

ECML-PKDD 2022 MEAD: A Multi-Armed Approach for Evaluation of Adversarial Examples Detectors Federica Granese, Marine Picot, Marco Romanelli, Francesco Messina, Pablo Piantanida

NeurIPS 2021 DOCTOR: A Simple Method for Detecting Misclassification Errors Federica Granese, Marco Romanelli, Daniele Gorla, Catuscia Palamidessi, Pablo Piantanida