Publications

75 entries « 2 of 2 »

2020

Rens, Gavin; Raskin, Jean-François; Reynouad, Raphaël; Marra, Giuseppe

Online Learning of Non-Markovian Reward Models Journal Article

In: CoRR, vol. abs/2009.12600, 2020.

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2019

Marra, Giuseppe; Zanca, Dario; Betti, Alessandro; Gori, Marco

Learning Activation Functions by Means of Kernel Based Neural Networks Proceedings Article

In: Alviano, Mario; Greco, Gianluigi; Scarcello, Francesco (Ed.): AI*IA 2019 - Advances in Artificial Intelligence - XVIIIth International Conference of the Italian Association for Artificial Intelligence, Rende, Italy, November 19-22, 2019, Proceedings, pp. 418–430, Springer, 2019.

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Marra, Giuseppe; Giannini, Francesco; Diligenti, Michelangelo; Gori, Marco

Constraint-Based Visual Generation Proceedings Article

In: Tetko, Igor V.; Kurková, Vera; Karpov, Pavel; Theis, Fabian J. (Ed.): Artificial Neural Networks and Machine Learning - ICANN 2019: Image Processing - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part III, pp. 565–577, Springer, 2019.

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Giannini, Francesco; Marra, Giuseppe; Diligenti, Michelangelo; Maggini, Marco; Gori, Marco

On the Relation Between Loss Functions and T-Norms Proceedings Article

In: Kazakov, Dimitar; Erten, Can (Ed.): Inductive Logic Programming - 29th International Conference, ILP 2019, Plovdiv, Bulgaria, September 3-5, 2019, Proceedings, pp. 36–45, Springer, 2019.

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Marra, Giuseppe; Giannini, Francesco; Diligenti, Michelangelo; Gori, Marco

LYRICS: A General Interface Layer to Integrate Logic Inference and Deep Learning Proceedings Article

In: Brefeld, Ulf; Fromont, Élisa; Hotho, Andreas; Knobbe, Arno J.; Maathuis, Marloes H.; Robardet, Céline (Ed.): Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Würzburg, Germany, September 16-20, 2019, Proceedings, Part II, pp. 283–298, Springer, 2019.

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Marra, Giuseppe; Giannini, Francesco; Diligenti, Michelangelo; Gori, Marco

Integrating Learning and Reasoning with Deep Logic Models Proceedings Article

In: Brefeld, Ulf; Fromont, Élisa; Hotho, Andreas; Knobbe, Arno J.; Maathuis, Marloes H.; Robardet, Céline (Ed.): Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Würzburg, Germany, September 16-20, 2019, Proceedings, Part II, pp. 517–532, Springer, 2019.

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Marra, Giuseppe; Giannini, Francesco; Diligenti, Michelangelo; Gori, Marco

Integrating Learning and Reasoning with Deep Logic Models Journal Article

In: CoRR, vol. abs/1901.04195, 2019.

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Marra, Giuseppe; Giannini, Francesco; Diligenti, Michelangelo; Gori, Marco

LYRICS: a General Interface Layer to Integrate AI and Deep Learning Journal Article

In: CoRR, vol. abs/1903.07534, 2019.

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Marra, Giuseppe; Kuzelka, Ondrej

Neural Markov Logic Networks Journal Article

In: CoRR, vol. abs/1905.13462, 2019.

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Giannini, Francesco; Marra, Giuseppe; Diligenti, Michelangelo; Maggini, Marco; Gori, Marco

On the relation between Loss Functions and T-Norms Journal Article

In: CoRR, vol. abs/1907.07904, 2019.

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Marra, Giuseppe; Giannini, Francesco; Diligenti, Michelangelo; Maggini, Marco; Gori, Marco

Learning and T-Norms Theory Journal Article

In: CoRR, vol. abs/1907.11468, 2019.

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Marra, Giuseppe; Zugarini, Andrea; Melacci, Stefano; Maggini, Marco

An Unsupervised Character-Aware Neural Approach to Word and Context Representation Learning Journal Article

In: CoRR, vol. abs/1908.01819, 2019.

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Maggini, Marco; Marra, Giuseppe; Melacci, Stefano; Zugarini, Andrea

Learning in Text Streams: Discovery and Disambiguation of Entity and Relation Instances Journal Article

In: CoRR, vol. abs/1909.05367, 2019.

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2018

Marra, Giuseppe; Zugarini, Andrea; Melacci, Stefano; Maggini, Marco

An Unsupervised Character-Aware Neural Approach to Word and Context Representation Learning Proceedings Article

In: Kurková, Vera; Manolopoulos, Yannis; Hammer, Barbara; Iliadis, Lazaros S.; Maglogiannis, Ilias (Ed.): Artificial Neural Networks and Machine Learning - ICANN 2018 - 27th International Conference on Artificial Neural Networks, Rhodes, Greece, October 4-7, 2018, Proceedings, Part III, pp. 126–136, Springer, 2018.

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Betti, Alessandro; Gori, Marco; Marra, Giuseppe

A Constrained-Based Approach to Machine Learning Proceedings Article

In: Baja, Gabriella Sanniti; Gallo, Luigi; Yétongnon, Kokou; Dipanda, Albert; Santana, Modesto Castrillón; Chbeir, Richard (Ed.): 14th International Conference on Signal-Image Technology & Internet-Based Systems, SITIS 2018, Las Palmas de Gran Canaria, Spain, November 26-29, 2018, pp. 737–746, IEEE, 2018.

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Betti, Alessandro; Gori, Marco; Marra, Giuseppe

Backpropagation and Biological Plausibility Miscellaneous

2018.

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Marra, Giuseppe; Zanca, Dario; Betti, Alessandro; Gori, Marco

Learning Neuron Non-Linearities with Kernel-Based Deep Neural Networks Journal Article

In: CoRR, vol. abs/1807.06302, 2018.

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Marra, Giuseppe; Giannini, Francesco; Diligenti, Michelangelo; Gori, Marco

Constraint-Based Visual Generation Journal Article

In: CoRR, vol. abs/1807.09202, 2018.

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Betti, Alessandro; Gori, Marco; Marra, Giuseppe

Backpropagation and Biological Plausibility Journal Article

In: CoRR, vol. abs/1808.06934, 2018.

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2016

Marra, Giuseppe; Ursino, Domenico; Ricca, Francesco; Terracina, Giorgio

Information diffusion in a multi-social-network scenario: framework and ASP-based analysis Journal Article

In: Knowl. Inf. Syst., vol. 48, no. 3, pp. 619–648, 2016.

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2014

Marra, Giuseppe; Ricca, Francesco; Terracina, Giorgio; Ursino, Domenico

Exploiting Answer Set Programming for Handling Information Diffusion in a Multi-Social-Network Scenario Proceedings Article

In: Fermé, Eduardo; Leite, João (Ed.): Logics in Artificial Intelligence - 14th European Conference, JELIA 2014, Funchal, Madeira, Portugal, September 24-26, 2014. Proceedings, pp. 618–627, Springer, 2014.

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Leggio, Daniel; Marra, Giuseppe; Ursino, Domenico

Defining and Investigating the Scope of Users and Hashtags in Twitter - (Short Paper) Proceedings Article

In: Meersman, Robert; Panetto, Hervé; Dillon, Tharam S.; Missikoff, Michele; Liu, Lin; Pastor, Oscar; Cuzzocrea, Alfredo; Sellis, Timos K. (Ed.): On the Move to Meaningful Internet Systems: OTM 2014 Conferences - Confederated International Conferences: CoopIS, and ODBASE 2014, Amantea, Italy, October 27-31, 2014, Proceedings, pp. 674–681, Springer, 2014.

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Marra, Giuseppe; Nocera, Antonino; Ricca, Francesco; Terracina, Giorgio; Ursino, Domenico

Investigating Information Diffusion in a Multi-Social-Network Scenario via Answer Set Programming Proceedings Article

In: Kontchakov, Roman; Mugnier, Marie-Laure (Ed.): Web Reasoning and Rule Systems - 8th International Conference, RR 2014, Athens, Greece, September 15-17, 2014. Proceedings, pp. 191–196, Springer, 2014.

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Marra, Giuseppe; Nocera, Antonino; Ricca, Francesco; Terracina, Giorgio; Ursino, Domenico

Investigating Node Influence Maximization and Influential Node Characterization in a Multi-Social-Network Scenario via Disjunctive Logic Programming Proceedings Article

In: Greco, Sergio; Picariello, Antonio (Ed.): 22nd Italian Symposium on Advanced Database Systems, SEBD 2014, Sorrento Coast, Italy, June 16-18, 2014, pp. 264–275, 2014.

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2013

Marra, Giuseppe

Transfer of optical frequency combs over optical fibre links PhD Thesis

University of Southampton, UK, 2013.

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75 entries « 2 of 2 »