workshops.bib

@inproceedings{NguLamRig17-PLP-IW,
  author = {Arnaud {Nguembang Fadja} and Evelina Lamma and Fabrizio Riguzzi},
  title = {Deep Probabilistic Logic Programming},
  booktitle = {Proceedings of the 4th International Workshop on Probabilistic logic programming, (PLP 2017)},
  editor = {Christian {Theil Have} and Riccardo Zese},
  year = {2017},
  pdf = {http://ceur-ws.org/Vol-1916/paper1.pdf},
  volume = 1916,
  series = {CEUR Workshop Proceedings},
  address = {Aachen, Germany},
  issn = {1613-0073},
  publisher = {Sun {SITE} Central Europe},
  pages = {3-14},
  abstract = {Probabilistic logic programming under the distribution
  semantics has been very useful in machine learning. However, inference is
expensive so machine learning algorithms may turn out to be slow. In
this paper we consider a restriction of the language called hierarchical
PLP in which clauses and predicates are hierarchically organized. In this
case the language becomes truth-functional and inference reduces to the
evaluation of formulas in the product fuzzy logic. Programs in this
language can also be seen as arithmetic circuits or deep neural networks
and inference can be reperformed quickly when the parameters change.
Learning can then be performed by EM or backpropagation.},
  keywords = {Probabilistic Logic Programming, Distribution Semantics, Deep
Neural Networks, Arithmetic Circuits},
  scopus = {2-s2.0-85030091907},
  venue = {Orleans, FR},
  eventdate = {2017-09-07}
}

@inproceedings{NguLamRig18-RICERCA-IW,
  title = {Vision Inspection with Neural Networks},
  author = {Nguembang Fadja, Arnaud and Evelina Lamma and Fabrizio Riguzzi   },
  booktitle = {{R.i.C.e.R.c.A}: {RCRA} Incontri E Confronti,
Proceedings of the {RiCeRcA} Workshop
co-located with the 17th International Conference of the 
Italian Association for Artificial Intelligence {(Ai*iA 2018)}},
  year = 2018,
  editor = {Marco Maratea and Mauro Vallati},
  series = {CEUR Workshop Proceedings},
  publisher = {Sun {SITE} Central Europe},
  address = {Aachen, Germany},
  issn = {1613-0073},
  venue = {Trento, Italy},
  eventdate = {November 22, 2018},
  copyright = {by the authors},
  volume = {2272},
  pages = {1-10},
  url = {http://ceur-ws.org/Vol-2272/paper1.pdf},
  scopus = {2-s2.0-85058652909}
}

@inproceedings{NguRigLam18-AIIADC-IW,
  title = {Deep learning for probabilistic logic programming},
  author = {Nguembang Fadja, Arnaud  and Fabrizio Riguzzi and Evelina Lamma  },
  booktitle = {{AI*IA 2018 Doctoral Consortium},
Proceedings of the {AI*IA Doctoral Consortium (DC)}},
  year = 2018,
  editor = {Marco Rospocher and
Luciano Serafini and
Sara Tonelli},
  series = {CEUR Workshop Proceedings},
  publisher = {Sun {SITE} Central Europe},
  address = {Aachen, Germany},
  issn = {1613-0073},
  venue = {Trento, Italy},
  eventdate = {November 20-23, 2018},
  copyright = {by the authors},
  volume = {2249},
  url = {http://ceur-ws.org/Vol-2249/AIIA-DC2018_paper_9.pdf},
  pages = {43-47},
  scopus = {2-s2.0-85057844515}
}

@inproceedings{NguRigLam18-PLP-IW,
  title = {Learning the Parameters of Deep Probabilistic Logic Programs },
  booktitle = {Probabilistic Logic Programming (PLP 2018)},
  year = 2018,
  author = {Arnaud Nguembang Fadja and Fabrizio Riguzzi and Evelina Lamma },
  editor = {Elena Bellodi and Tom Schrijvers },
  volume = {2219},
  series = {CEUR Workshop Proceedings},
  publisher = {Sun {SITE} Central Europe},
  address = {Aachen, Germany},
  issn = {1613-0073},
  url = {http://ceur-ws.org/Vol-2219/paper2.pdf},
  venue = {Ferrara, Italy},
  eventdate = {September 1, 2018},
  copyright = {by the authors},
  pages = {9-14},
  scopus = {2-s2.0-85054570623}
}

This file was generated by bibtex2html 1.98.