Luca Bergamin

13 papers B 4Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2025 B conf
(Sometimes) Less is More: Mitigating the Complexity of Rule-based Representation for Interpretable Classification.
IJCNN
Luca Bergamin, Roberto Confalonieri, Fabio Aiolli
2025 J jnl
(Sometimes) Less is More: Mitigating the Complexity of Rule-based Representation for Interpretable Classification.
CoRR
Luca Bergamin, Roberto Confalonieri, Fabio Aiolli
2025 J jnl
An investigation into creating counterfactual examples for non-linear Support Vector Machines.
Neurocomputing
Luca Bergamin, Fabio Aiolli
2025 J jnl
Improving rule-based classifiers by Bayes point aggregation.
Neurocomputing
Luca Bergamin, Mirko Polato, Fabio Aiolli
2025 B conf
Integrating Background Knowledge in Medical Semantic Segmentation with Logic Tensor Networks.
IJCNN
Luca Bergamin, Giovanna Maria Dimitri, Fabio Aiolli
2025 J jnl
Integrating Background Knowledge in Medical Semantic Segmentation with Logic Tensor Networks.
CoRR
Luca Bergamin, Giovanna Maria Dimitri, Fabio Aiolli
2024 — conf
Addressing Challenges in Image Translation for Contrast-Enhanced Mammography using Generative Adversarial Networks.
HC@AIxIA
Mohammad Hosseinipour, Luca Bergamin, Harel Kotler, Gisella Gennaro, Fabio Aiolli
2024 — conf
Integrating L0 regularization into Multi-layer Logical Perceptron for Interpretable Classification.
OVERLAY
Gonzalo Jaimovitch-López, Luca Bergamin, Fabio Aiolli, Roberto Confalonieri
2022 B conf
Bayes Point Rule Set Learning.
ESANN
Mirko Polato, Fabio Aiolli, Luca Bergamin, Tommaso Carraro
2022 J jnl
Bayes Point Rule Set Learning.
CoRR
Fabio Aiolli, Luca Bergamin, Tommaso Carraro, Mirko Polato
2022 — conf
Conditioned Variational Autoencoder for Top-N Item Recommendation.
ICANN (2)
Tommaso Carraro, Mirko Polato, Luca Bergamin, Fabio Aiolli
2022 B conf
Novel Applications for VAE-based Anomaly Detection Systems.
IJCNN
Luca Bergamin, Tommaso Carraro, Mirko Polato, Fabio Aiolli
2022 J jnl
Novel Applications for VAE-based Anomaly Detection Systems.
CoRR
Luca Bergamin, Tommaso Carraro, Mirko Polato, Fabio Aiolli