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Giuseppe Marra
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Cited by
Year
From Statistical Relational to Neuro-Symbolic Artificial Intelligence
L De Raedt, S Dumančić, R Manhaeve, G Marra
Proceedings of the Twenty-Ninth International Joint Conference on Artificial …, 2020
872020
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
472019
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
41*2019
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
312020
Neural markov logic networks
G Marra, O Kuželka
UAI, 2021
272021
An unsupervised character-aware neural approach to word and context representation learning
G Marra, A Zugarini, S Melacci, M Maggini
International Conference on Artificial Neural Networks, 126-136, 2018
152018
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
13*2021
Local propagation in constraint-based neural network
G Marra, M Tiezzi, S Melacci, A Betti, M Maggini, M Gori
IJCNN 2020, 2020
102020
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
92020
Constraint-based visual generation
G Marra, F Giannini, M Diligenti, M Gori
International Conference on Artificial Neural Networks, 565-577, 2019
92019
Deepstochlog: Neural stochastic logic programming
T Winters, G Marra, R Manhaeve, L De Raedt
AAAI, 2022
82022
Online Learning of Non-Markovian Reward Models
G Rens, JF Raskin, R Reynouad, G Marra
ICART, 2020
82020
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
72019
On the relation between Loss Functions and T-Norms
F Giannini, G Marra, M Diligenti, M Maggini, M Gori
International Conference on Inductive Logic Programming, 2019
72019
T-Norms Driven Loss Functions for Machine Learning
G Marra, F Giannini, M Diligenti, M Maggini, M Gori
arXiv preprint arXiv:1907.11468, 2019
6*2019
Information diffusion in a multi-social-network scenario: framework and ASP-based analysis
G Marra, D Ursino, F Ricca, G Terracina
Knowledge and Information Systems 48 (3), 619-648, 2016
62016
Backpropagation and biological plausibility
A Betti, M Gori, G Marra
arXiv preprint arXiv:1808.06934, 2018
42018
Learning Activation Functions by Means of Kernel Based Neural Networks
G Marra, D Zanca, A Betti, M Gori
International Conference of the Italian Association for Artificial …, 2019
3*2019
Defining and investigating the scope of users and hashtags in Twitter
D Leggio, G Marra, D Ursino
OTM Confederated International Conferences" On the Move to Meaningful …, 2014
32014
Exploiting answer set programming for handling information diffusion in a multi-social-network scenario
G Marra, F Ricca, G Terracina, D Ursino
European Workshop on Logics in Artificial Intelligence, 618-627, 2014
32014
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