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Publications of "Antonio Vergari" ( http://dblp.L3S.de/Authors/Antonio_Vergari )

  Author page on DBLP  Author page in RDF  Community of Antonio Vergari in ASPL-2

Publication years (Num. hits)
2015 (3) 2016 (3) 2017 (6) 2018 (5) 2019 (9)
Publication types (Num. hits)
article(13) inproceedings(13)
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Found 27 publication records. Showing 26 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito, Stefano Ferilli, Antonio Vergari Ensembles of density estimators for positive-unlabeled learning. Search on Bibsonomy J. Intell. Inf. Syst. The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Antonio Vergari, Nicola Di Mauro, Floriana Esposito Visualizing and understanding Sum-Product Networks. Search on Bibsonomy Machine Learning The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Partha Ghosh, Mehdi S. M. Sajjadi, Antonio Vergari, Michael J. Black, Bernhard Schölkopf From Variational to Deterministic Autoencoders. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Zhe Zeng, Fanqi Yan, Paolo Morettin, Antonio Vergari, Guy Van den Broeck Hybrid Probabilistic Inference with Logical Constraints: Tractability and Message Passing. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Alejandro Molina 0001, Antonio Vergari, Karl Stelzner, Robert Peharz, Pranav Subramani, Nicola Di Mauro, Pascal Poupart, Kristian Kersting SPFlow: An Easy and Extensible Library for Deep Probabilistic Learning using Sum-Product Networks. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Xiaoting Shao, Alejandro Molina 0001, Antonio Vergari, Karl Stelzner, Robert Peharz, Thomas Liebig, Kristian Kersting Conditional Sum-Product Networks: Imposing Structure on Deep Probabilistic Architectures. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Pasha Khosravi, YooJung Choi, Yitao Liang, Antonio Vergari, Guy Van den Broeck On Tractable Computation of Expected Predictions. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Robert Peharz, Antonio Vergari, Karl Stelzner, Alejandro Molina 0001, Martin Trapp, Xiaoting Shao, Kristian Kersting, Zoubin Ghahramani Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning. Search on Bibsonomy UAI The full citation details ... 2019 DBLP  BibTeX  RDF
1Antonio Vergari, Alejandro Molina 0001, Robert Peharz, Zoubin Ghahramani, Kristian Kersting, Isabel Valera Automatic Bayesian Density Analysis. Search on Bibsonomy AAAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Nicola Di Mauro, Floriana Esposito, Fabrizio G. Ventola, Antonio Vergari Sum-Product Network structure learning by efficient product nodes discovery. Search on Bibsonomy Intelligenza Artificiale The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Antonio Vergari, Alejandro Molina 0001, Robert Peharz, Zoubin Ghahramani, Kristian Kersting, Isabel Valera Automatic Bayesian Density Analysis. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Robert Peharz, Antonio Vergari, Karl Stelzner, Alejandro Molina 0001, Martin Trapp, Kristian Kersting, Zoubin Ghahramani Probabilistic Deep Learning using Random Sum-Product Networks. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Antonio Vergari, Robert Peharz, Nicola Di Mauro, Alejandro Molina 0001, Kristian Kersting, Floriana Esposito Sum-Product Autoencoding: Encoding and Decoding Representations Using Sum-Product Networks. Search on Bibsonomy AAAI The full citation details ... 2018 DBLP  BibTeX  RDF
1Alejandro Molina 0001, Antonio Vergari, Nicola Di Mauro, Sriraam Natarajan, Floriana Esposito, Kristian Kersting Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains. Search on Bibsonomy AAAI The full citation details ... 2018 DBLP  BibTeX  RDF
1Alejandro Molina 0001, Antonio Vergari, Nicola Di Mauro, Sriraam Natarajan, Floriana Esposito, Kristian Kersting Sum-Product Networks for Hybrid Domains. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito, Stefano Ferilli, Antonio Vergari Density Estimators for Positive-Unlabeled Learning. Search on Bibsonomy NFMCP@PKDD/ECML The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Nicola Di Mauro, Antonio Vergari, Teresa Maria Altomare Basile, Fabrizio G. Ventola, Floriana Esposito End-to-end Learning of Deep Spatio-temporal Representations for Satellite Image Time Series Classification. Search on Bibsonomy DC@PKDD/ECML The full citation details ... 2017 DBLP  BibTeX  RDF
1Nicola Di Mauro, Antonio Vergari, Teresa Maria Altomare Basile, Floriana Esposito Fast and Accurate Density Estimation with Extremely Randomized Cutset Networks. Search on Bibsonomy ECML/PKDD (1) The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Nicola Di Mauro, Floriana Esposito, Fabrizio G. Ventola, Antonio Vergari Alternative Variable Splitting Methods to Learn Sum-Product Networks. Search on Bibsonomy AI*IA The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Antonio Vergari, Robert Peharz, Nicola Di Mauro, Floriana Esposito Encoding and Decoding Representations with Sum- and Max-Product Networks. Search on Bibsonomy ICLR (Workshop) The full citation details ... 2017 DBLP  BibTeX  RDF
1Antonio Vergari, Nicola Di Mauro, Floriana Esposito Towards Representation Learning with Tractable Probabilistic Models. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Antonio Vergari, Nicola Di Mauro, Floriana Esposito Visualizing and Understanding Sum-Product Networks. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Nicola Di Mauro, Antonio Vergari, Floriana Esposito Multi-Label Classification with Cutset Networks. Search on Bibsonomy Probabilistic Graphical Models The full citation details ... 2016 DBLP  BibTeX  RDF
1Antonio Vergari, Nicola Di Mauro, Floriana Esposito Simplifying, Regularizing and Strengthening Sum-Product Network Structure Learning. Search on Bibsonomy ECML/PKDD (2) The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Nicola Di Mauro, Antonio Vergari, Teresa Maria Altomare Basile Learning Bayesian Random Cutset Forests. Search on Bibsonomy ISMIS The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Nicola Di Mauro, Antonio Vergari, Floriana Esposito Learning Accurate Cutset Networks by Exploiting Decomposability. Search on Bibsonomy AI*IA The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
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