Di Mauro, Nicola

15 publications

NeurIPS 2023 How to Turn Your Knowledge Graph Embeddings into Generative Models Lorenzo Loconte, Nicola Di Mauro, Robert Peharz, Antonio Vergari

UAI 2021 Random Probabilistic Circuits Nicola Di Mauro, Gennaro Gala, Marco Iannotta, Teresa M.A. Basile

MLJ 2019 Visualizing and Understanding Sum-Product Networks Antonio Vergari, Nicola Di Mauro, Floriana Esposito

AAAI 2018 Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains Alejandro Molina, Antonio Vergari, Nicola Di Mauro, Sriraam Natarajan, Floriana Esposito, Kristian Kersting

AAAI 2018 Sum-Product Autoencoding: Encoding and Decoding Representations Using Sum-Product Networks Antonio Vergari, Robert Peharz, Nicola Di Mauro, Alejandro Molina, Kristian Kersting, Floriana Esposito

ICLR 2017 Encoding and Decoding Representations with Sum- and Max-Product Networks Antonio Vergari, Robert Peharz, Nicola Di Mauro, Floriana Esposito

ECML-PKDD 2017 Fast and Accurate Density Estimation with Extremely Randomized Cutset Networks Nicola Di Mauro, Antonio Vergari, Teresa Maria Altomare Basile, Floriana Esposito

PGM 2016 Multi-Label Classification with Cutset Networks Nicola Di Mauro, Antonio Vergari, Floriana Esposito

MLJ 2015 Bandit-Based Monte-Carlo Structure Learning of Probabilistic Logic Programs Nicola Di Mauro, Elena Bellodi, Fabrizio Riguzzi

ECML-PKDD 2015 Simplifying, Regularizing and Strengthening Sum-Product Network Structure Learning Antonio Vergari, Nicola Di Mauro, Floriana Esposito

MLJ 2012 Applying the Information Bottleneck to Statistical Relational Learning Fabrizio Riguzzi, Nicola Di Mauro

ECML-PKDD 2007 Generalization-Based Similarity for Conceptual Clustering Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Marenglen Biba, Floriana Esposito

IJCAI 2007 Unsupervised Discretization Using Kernel Density Estimation Marenglen Biba, Floriana Esposito, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile

ECML-PKDD 2005 On the LearnAbility of Abstraction Theories from Observations for Relational Learning Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito

IJCAI 2003 Spaces of Theories with Ideal Refinement Operators Nicola Fanizzi, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile