Seuraa
Giuseppe Marra
Giuseppe Marra
KU Leuven
Vahvistettu sähköpostiosoite verkkotunnuksessa kuleuven.be
Nimike
Viittaukset
Viittaukset
Vuosi
From Statistical Relational to Neurosymbolic Artificial Intelligence
L De Raedt, S Dumančić, R Manhaeve, G Marra
Proceedings of the Twenty-Ninth International Joint Conference on Artificial …, 2020
1882020
Concept embedding models: Beyond the accuracy-explainability trade-off
M Espinosa Zarlenga, P Barbiero, G Ciravegna, G Marra, F Giannini, ...
Advances in Neural Information Processing Systems 35, 21400-21413, 2022
135*2022
Deepstochlog: Neural stochastic logic programming
T Winters, G Marra, R Manhaeve, L De Raedt
AAAI, 2022
722022
Integrating learning and reasoning with deep logic models
G Marra, F Giannini, M Diligenti, M Gori
European Conference on Machine Learning and Principles and Practice of …, 2019
712019
LYRICS: a General Interface Layer to Integrate Logic Inference and Deep Learning⋆
G Marra, F Giannini, M Diligenti, M Gori
European Conference on Machine Learning and Principles and Practice of …, 2019
67*2019
Neural markov logic networks
G Marra, O Kuželka
UAI, 2021
612021
Relational Neural Machines
G Marra, M Diligenti, F Giannini, M Gori, M Maggini
ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 …, 2020
572020
From Statistical Relational to Neurosymbolic Artificial Intelligence: a Survey
G Marra, S Dumančić, R Manhaeve, L De Raedt
Artificial Intelligence 2024, 2024
422024
Interpretable neural-symbolic concept reasoning
P Barbiero, G Ciravegna, F Giannini, ME Zarlenga, Magister, L Charlotte, ...
International Conference on Machine Learning, 2023
35*2023
Approximate inference for neural probabilistic logic programming
R Manhaeve, G Marra, L De Raedt
Proceedings of the 18th International Conference on Principles of Knowledge …, 2021
312021
Safe Reinforcement Learning via Probabilistic Logic Shields
WC Yang, G Marra, G Rens, L De Raedt
IJCAI, 2023
302023
Deep constraint-based propagation in graph neural networks
M Tiezzi, G Marra, S Melacci, M Maggini
IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (2), 727-739, 2021
25*2021
T-norms driven loss functions for machine learning
F Giannini, M Diligenti, M Maggini, M Gori, G Marra
Applied Intelligence 53 (15), 18775-18789, 2023
19*2023
Vael: Bridging variational autoencoders and probabilistic logic programming
E Misino, G Marra, E Sansone
Advances in Neural Information Processing Systems 35, 4667-4679, 2022
182022
Temperature sensing characteristics and long term stability of power LEDs used for voltage vs. Junction temperature measurements and related procedure
FG Della Corte, G Pangallo, R Carotenuto, D Iero, G Marra, M Merenda, ...
IEEE access 8, 43057-43066, 2020
182020
An unsupervised character-aware neural approach to word and context representation learning
G Marra, A Zugarini, S Melacci, M Maggini
Artificial Neural Networks and Machine Learning–ICANN 2018: 27th …, 2018
182018
Online Learning of Non-Markovian Reward Models
G Rens, JF Raskin, R Reynouad, G Marra
ICART, 2020
172020
Local propagation in constraint-based neural network
G Marra, M Tiezzi, S Melacci, A Betti, M Maggini, M Gori
IJCNN 2020, 2020
152020
A lagrangian approach to information propagation in graph neural networks
M Tiezzi, G Marra, S Melacci, M Maggini, M Gori
ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 …, 2020
142020
Learning in text streams: Discovery and disambiguation of entity and relation instances
M Maggini, G Marra, S Melacci, A Zugarini
IEEE Transactions on Neural Networks and Learning Systems 31 (11), 4475-4486, 2019
142019
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Artikkelit 1–20