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ORCIDBibTeX records: Denis Deratani Mauá
@inproceedings{DBLP:conf/propor/SilveiraBM24,
author = {Igor Cataneo Silveira and
Andr{\'{e}} Barbosa and
Denis Deratani Mau{\'{a}}},
editor = {Pablo Gamallo and
Daniela Claro and
Ant{\'{o}}nio J. S. Teixeira and
Livy Real and
Marcos Garc{\'{\i}}a and
Hugo Gon{\c{c}}alo Oliveira and
Raquel Amaro},
title = {A New Benchmark for Automatic Essay Scoring in Portuguese},
booktitle = {Proceedings of the 16th International Conference on Computational
Processing of Portuguese, {PROPOR} 2024, Santiago de Compostela, Galicia/Spain,
12-15 March, 2024},
pages = {228--237},
publisher = {Association for Computational Lingustics},
year = {2024},
url = {https://aclanthology.org/2024.propor-1.23},
timestamp = {Thu, 04 Apr 2024 08:26:29 +0200},
biburl = {https://dblp.org/rec/conf/propor/SilveiraBM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/RochaSPMC23,
author = {Victor Hugo Nascimento Rocha and
Igor Cataneo Silveira and
Paulo Pirozelli and
Denis Deratani Mau{\'{a}} and
F{\'{a}}bio Gagliardi Cozman},
editor = {Nuno Moniz and
Zita Vale and
Jos{\'{e}} Cascalho and
Catarina Silva and
Raquel Sebasti{\~{a}}o},
title = {Assessing Good, Bad and Ugly Arguments Generated by ChatGPT: a New
Dataset, its Methodology and Associated Tasks},
booktitle = {Progress in Artificial Intelligence - 22nd {EPIA} Conference on Artificial
Intelligence, {EPIA} 2023, Faial Island, Azores, September 5-8, 2023,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14115},
pages = {428--440},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49008-8\_34},
doi = {10.1007/978-3-031-49008-8\_34},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/epia/RochaSPMC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isipta/MauaC23,
author = {Denis Deratani Mau{\'{a}} and
F{\'{a}}bio Gagliardi Cozman},
editor = {Enrique Miranda and
Ignacio Montes and
Erik Quaeghebeur and
Barbara Vantaggi},
title = {Specifying credal sets with probabilistic answer set programming},
booktitle = {International Symposium on Imprecise Probability: Theories and Applications,
{ISIPTA} 2023, 11-14 July 2023, Oviedo, Spain},
series = {Proceedings of Machine Learning Research},
volume = {215},
pages = {321--332},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v215/maua23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isipta/MauaC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-02944,
author = {Renato Lui Geh and
Jonas Gon{\c{c}}alves and
Igor Cataneo Silveira and
Denis Deratani Mau{\'{a}} and
F{\'{a}}bio Gagliardi Cozman},
title = {dPASP: {A} Comprehensive Differentiable Probabilistic Answer Set Programming
Environment For Neurosymbolic Learning and Reasoning},
journal = {CoRR},
volume = {abs/2308.02944},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.02944},
doi = {10.48550/ARXIV.2308.02944},
eprinttype = {arXiv},
eprint = {2308.02944},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-02944.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/LovattoBM22,
author = {{\^{A}}ngelo Greg{\'{o}}rio Lovatto and
Leliane Nunes de Barros and
Denis Deratani Mau{\'{a}}},
editor = {Jo{\~{a}}o Carlos Xavier Junior and
Ricardo Ara{\'{u}}jo Rios},
title = {Exploration Versus Exploitation in Model-Based Reinforcement Learning:
An Empirical Study},
booktitle = {Intelligent Systems - 11th Brazilian Conference, {BRACIS} 2022, Campinas,
Brazil, November 28 - December 1, 2022, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13654},
pages = {30--44},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-21689-3\_3},
doi = {10.1007/978-3-031-21689-3\_3},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/LovattoBM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/propor/JoseJMC22,
author = {Marcos Menon Jos{\'{e}} and
Marcelo Archanjo Jos{\'{e}} and
Denis Deratani Mau{\'{a}} and
F{\'{a}}bio Gagliardi Cozman},
editor = {Vl{\'{a}}dia Pinheiro and
Pablo Gamallo and
Raquel Amaro and
Carolina Scarton and
Fernando Batista and
Diego Furtado Silva and
Catarina Magro and
Hugo Pinto},
title = {Integrating Question Answering and Text-to-SQL in Portuguese},
booktitle = {Computational Processing of the Portuguese Language - 15th International
Conference, {PROPOR} 2022, Fortaleza, Brazil, March 21-23, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13208},
pages = {278--287},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-030-98305-5\_26},
doi = {10.1007/978-3-030-98305-5\_26},
timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/propor/JoseJMC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-04048,
author = {Marcos Menon Jos{\'{e}} and
Marcelo Archanjo Jos{\'{e}} and
Denis Deratani Mau{\'{a}} and
F{\'{a}}bio Gagliardi Cozman},
title = {Integrating question answering and text-to-SQL in Portuguese},
journal = {CoRR},
volume = {abs/2202.04048},
year = {2022},
url = {https://arxiv.org/abs/2202.04048},
eprinttype = {arXiv},
eprint = {2202.04048},
timestamp = {Thu, 10 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-04048.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-07928,
author = {Paulo Pirozelli and
Ais B. R. Castro and
Ana Luiza C. de Oliveira and
Andr{\'{e}} Seidel Oliveira and
Fl{\'{a}}vio Nakasato Ca{\c{c}}{\~{a}}o and
Igor Cataneo Silveira and
Jo{\~{a}}o G. M. Campos and
Laura C. Motheo and
Leticia F. Figueiredo and
Lucas Francisco Amaral Orosco Pellicer and
Marcelo A. Jos{\'{e}} and
Marcos Menon Jos{\'{e}} and
Pedro de M. Ligabue and
Ricardo S. Grava and
Rodrigo M. Tavares and
Vin{\'{\i}}cius B. Matos and
Yan V. Sym and
Anna H. R. Costa and
Anarosa A. F. Brand{\~{a}}o and
Denis Deratani Mau{\'{a}} and
F{\'{a}}bio Gagliardi Cozman and
Sarajane M. Peres},
title = {The BLue Amazon Brain {(BLAB):} {A} Modular Architecture of Services
about the Brazilian Maritime Territory},
journal = {CoRR},
volume = {abs/2209.07928},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.07928},
doi = {10.48550/ARXIV.2209.07928},
eprinttype = {arXiv},
eprint = {2209.07928},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-07928.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/MauaC21,
author = {Denis Deratani Mau{\'{a}} and
Cassio Polpo de Campos},
title = {Special Issue on Robustness in Probabilistic Graphical Models},
journal = {Int. J. Approx. Reason.},
volume = {137},
pages = {113},
year = {2021},
url = {https://doi.org/10.1016/j.ijar.2021.07.002},
doi = {10.1016/J.IJAR.2021.07.002},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/MauaC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/MoreiraDBM21,
author = {Daniel Augusto de Melo Moreira and
Karina Valdivia Delgado and
Leliane Nunes de Barros and
Denis Deratani Mau{\'{a}}},
title = {Efficient algorithms for Risk-Sensitive Markov Decision Processes
with limited budget},
journal = {Int. J. Approx. Reason.},
volume = {139},
pages = {143--165},
year = {2021},
url = {https://doi.org/10.1016/j.ijar.2021.09.003},
doi = {10.1016/J.IJAR.2021.09.003},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/MoreiraDBM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/LlerenaMA21,
author = {Julissa Villanueva Llerena and
Denis Deratani Mau{\'{a}} and
Alessandro Antonucci},
editor = {Jirina Vejnarov{\'{a}} and
Nic Wilson},
title = {Cautious Classification with Data Missing Not at Random Using Generative
Random Forests},
booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty
- 16th European Conference, {ECSQARU} 2021, Prague, Czech Republic,
September 21-24, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12897},
pages = {284--298},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86772-0\_21},
doi = {10.1007/978-3-030-86772-0\_21},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecsqaru/LlerenaMA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GehM21,
author = {Renato Lui Geh and
Denis Deratani Mau{\'{a}}},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Learning probabilistic sentential decision diagrams under logic constraints
by sampling and averaging},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {2039--2049},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/geh21a.html},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/GehM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/MauaC20,
author = {Denis Deratani Mau{\'{a}} and
F{\'{a}}bio Gagliardi Cozman},
title = {Complexity results for probabilistic answer set programming},
journal = {Int. J. Approx. Reason.},
volume = {118},
pages = {133--154},
year = {2020},
url = {https://doi.org/10.1016/j.ijar.2019.12.003},
doi = {10.1016/J.IJAR.2019.12.003},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/MauaC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/MatteiAMFL20,
author = {Lilith Mattei and
Alessandro Antonucci and
Denis Deratani Mau{\'{a}} and
Alessandro Facchini and
Julissa Villanueva Llerena},
title = {Tractable inference in credal sentential decision diagrams},
journal = {Int. J. Approx. Reason.},
volume = {125},
pages = {26--48},
year = {2020},
url = {https://doi.org/10.1016/j.ijar.2020.06.005},
doi = {10.1016/J.IJAR.2020.06.005},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/MatteiAMFL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/CozmanM20,
author = {F{\'{a}}bio Gagliardi Cozman and
Denis Deratani Mau{\'{a}}},
title = {The joy of Probabilistic Answer Set Programming: Semantics, complexity,
expressivity, inference},
journal = {Int. J. Approx. Reason.},
volume = {125},
pages = {218--239},
year = {2020},
url = {https://doi.org/10.1016/j.ijar.2020.07.004},
doi = {10.1016/J.IJAR.2020.07.004},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/CozmanM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/MauaC20a,
author = {Denis Deratani Mau{\'{a}} and
F{\'{a}}bio Gagliardi Cozman},
title = {Thirty years of credal networks: Specification, algorithms and complexity},
journal = {Int. J. Approx. Reason.},
volume = {126},
pages = {133--157},
year = {2020},
url = {https://doi.org/10.1016/j.ijar.2020.08.009},
doi = {10.1016/J.IJAR.2020.08.009},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/MauaC20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/LlerenaM20,
author = {Julissa Villanueva Llerena and
Denis Deratani Mau{\'{a}}},
title = {Efficient algorithms for robustness analysis of maximum a posteriori
inference in selective sum-product networks},
journal = {Int. J. Approx. Reason.},
volume = {126},
pages = {158--180},
year = {2020},
url = {https://doi.org/10.1016/j.ijar.2020.07.008},
doi = {10.1016/J.IJAR.2020.07.008},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/LlerenaM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LlerenaM20,
author = {Julissa Villanueva Llerena and
Denis Deratani Mau{\'{a}}},
title = {Efficient Predictive Uncertainty Estimators for Deep Probabilistic
Models},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {13740--13741},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i10.7142},
doi = {10.1609/AAAI.V34I10.7142},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LlerenaM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/FernandezBMDF20,
author = {Milton Condori Fernandez and
Leliane N. de Barros and
Denis Deratani Mau{\'{a}} and
Karina Valdivia Delgado and
Valdinei Freire},
editor = {Ricardo Cerri and
Ronaldo C. Prati},
title = {Finding Feasible Policies for Extreme Risk-Averse Agents in Probabilistic
Planning},
booktitle = {Intelligent Systems - 9th Brazilian Conference, {BRACIS} 2020, Rio
Grande, Brazil, October 20-23, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12320},
pages = {93--107},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61380-8\_7},
doi = {10.1007/978-3-030-61380-8\_7},
timestamp = {Wed, 21 Oct 2020 16:49:40 +0200},
biburl = {https://dblp.org/rec/conf/bracis/FernandezBMDF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/ScaroniBBM20,
author = {Renato Scaroni and
Thiago Pereira Bueno and
Leliane N. de Barros and
Denis Deratani Mau{\'{a}}},
editor = {Ricardo Cerri and
Ronaldo C. Prati},
title = {On the Performance of Planning Through Backpropagation},
booktitle = {Intelligent Systems - 9th Brazilian Conference, {BRACIS} 2020, Rio
Grande, Brazil, October 20-23, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12320},
pages = {108--122},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61380-8\_8},
doi = {10.1007/978-3-030-61380-8\_8},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bracis/ScaroniBBM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/LovattoBMB20,
author = {{\^{A}}ngelo Greg{\'{o}}rio Lovatto and
Thiago Pereira Bueno and
Denis Deratani Mau{\'{a}} and
Leliane N. de Barros},
editor = {Jessica Zosa Forde and
Francisco J. R. Ruiz and
Melanie F. Pradier and
Aaron Schein},
title = {Decision-Aware Model Learning for Actor-Critic Methods: When Theory
Does Not Meet Practice},
booktitle = {"I Can't Believe It's Not Better!" at NeurIPS Workshops, Virtual,
December 12, 2020},
series = {Proceedings of Machine Learning Research},
volume = {137},
pages = {76--86},
publisher = {{PMLR}},
year = {2020},
url = {https://proceedings.mlr.press/v137/lovatto20a.html},
timestamp = {Thu, 14 Jul 2022 17:31:05 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/LovattoBMB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/MauaRK020,
author = {Denis Deratani Mau{\'{a}} and
Heitor Ribeiro Reis and
Gustavo Perez Katague and
Alessandro Antonucci},
editor = {Manfred Jaeger and
Thomas Dyhre Nielsen},
title = {Two Reformulation Approaches to Maximum-A-Posteriori Inference in
Sum-Product Networks},
booktitle = {International Conference on Probabilistic Graphical Models, {PGM}
2020, 23-25 September 2020, Aalborg, Hotel Comwell Rebild Bakker,
Sk{\o}rping, Denmark},
series = {Proceedings of Machine Learning Research},
volume = {138},
pages = {293--304},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v138/maua20a.html},
timestamp = {Mon, 14 Jun 2021 10:33:30 +0200},
biburl = {https://dblp.org/rec/conf/pgm/MauaRK020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-08524,
author = {Lilith Mattei and
Alessandro Antonucci and
Denis Deratani Mau{\'{a}} and
Alessandro Facchini and
Julissa Villanueva Llerena},
title = {Tractable Inference in Credal Sentential Decision Diagrams},
journal = {CoRR},
volume = {abs/2008.08524},
year = {2020},
url = {https://arxiv.org/abs/2008.08524},
eprinttype = {arXiv},
eprint = {2008.08524},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-08524.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/FariaGBMC19,
author = {Francisco H. O. V. de Faria and
Arthur Colombini Gusm{\~{a}}o and
Glauber De Bona and
Denis Deratani Mau{\'{a}} and
F{\'{a}}bio Gagliardi Cozman},
title = {Speeding up parameter and rule learning for acyclic probabilistic
logic programs},
journal = {Int. J. Approx. Reason.},
volume = {106},
pages = {32--50},
year = {2019},
url = {https://doi.org/10.1016/j.ijar.2018.12.012},
doi = {10.1016/J.IJAR.2018.12.012},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/FariaGBMC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/CozmanM19,
author = {F{\'{a}}bio Gagliardi Cozman and
Denis Deratani Mau{\'{a}}},
title = {The finite model theory of Bayesian network specifications: Descriptive
complexity and zero/one laws},
journal = {Int. J. Approx. Reason.},
volume = {110},
pages = {107--126},
year = {2019},
url = {https://doi.org/10.1016/j.ijar.2019.04.003},
doi = {10.1016/J.IJAR.2019.04.003},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/CozmanM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BuenoBMS19,
author = {Thiago Pereira Bueno and
Leliane N. de Barros and
Denis Deratani Mau{\'{a}} and
Scott Sanner},
title = {Deep Reactive Policies for Planning in Stochastic Nonlinear Domains},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {7530--7537},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33017530},
doi = {10.1609/AAAI.V33I01.33017530},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BuenoBMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isipta/LlerenaM19,
author = {Julissa Giuliana Villanueva Llerena and
Denis Deratani Mau{\'{a}}},
editor = {Jasper De Bock and
Cassio P. de Campos and
Gert de Cooman and
Erik Quaeghebeur and
Gregory R. Wheeler},
title = {Robust Analysis of {MAP} Inference in Selective Sum-Product Networks},
booktitle = {International Symposium on Imprecise Probabilities: Theories and Applications,
{ISIPTA} 2019, 3-6 July 2019, Thagaste, Ghent, Belgium},
series = {Proceedings of Machine Learning Research},
volume = {103},
pages = {430--440},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v103/villanueva-llerena19a.html},
timestamp = {Mon, 05 Oct 2020 13:00:49 +0200},
biburl = {https://dblp.org/rec/conf/isipta/LlerenaM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/CozmanM18,
author = {F{\'{a}}bio Gagliardi Cozman and
Denis Deratani Mau{\'{a}}},
title = {The complexity of Bayesian networks specified by propositional and
relational languages},
journal = {Artif. Intell.},
volume = {262},
pages = {96--141},
year = {2018},
url = {https://doi.org/10.1016/j.artint.2018.06.001},
doi = {10.1016/J.ARTINT.2018.06.001},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/CozmanM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/MauaCCPC18,
author = {Denis Deratani Mau{\'{a}} and
Diarmaid Conaty and
F{\'{a}}bio Gagliardi Cozman and
Katja Poppenhaeger and
Cassio Polpo de Campos},
title = {Robustifying sum-product networks},
journal = {Int. J. Approx. Reason.},
volume = {101},
pages = {163--180},
year = {2018},
url = {https://doi.org/10.1016/j.ijar.2018.07.003},
doi = {10.1016/J.IJAR.2018.07.003},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/MauaCCPC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/SilveiraM18,
author = {Igor Cataneo Silveira and
Denis Deratani Mau{\'{a}}},
title = {Advances in Automatically Solving the {ENEM}},
booktitle = {7th Brazilian Conference on Intelligent Systems, {BRACIS} 2018, S{\~{a}}o
Paulo, Brazil, October 22-25, 2018},
pages = {43--48},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/BRACIS.2018.00016},
doi = {10.1109/BRACIS.2018.00016},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/SilveiraM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/AndresBMS18,
author = {Ignasi Andr{\'{e}}s and
Leliane Nunes de Barros and
Denis Deratani Mau{\'{a}} and
Thiago D. Sim{\~{a}}o},
editor = {Guillermo Ricardo Simari and
Eduardo Ferm{\'{e}} and
Flabio Guti{\'{e}}rrez Segura and
Jos{\'{e}} Antonio Rodr{\'{\i}}guez Melquiades},
title = {When a Robot Reaches Out for Human Help},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2018 - 16th Ibero-American
Conference on AI, Trujillo, Peru, November 13-16, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11238},
pages = {277--289},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-03928-8\_23},
doi = {10.1007/978-3-030-03928-8\_23},
timestamp = {Sat, 09 Apr 2022 12:40:14 +0200},
biburl = {https://dblp.org/rec/conf/iberamia/AndresBMS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/CozmanM18,
author = {F{\'{a}}bio Gagliardi Cozman and
Denis Deratani Mau{\'{a}}},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {The Finite Model Theory of Bayesian Networks: Descriptive Complexity},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {5229--5233},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/727},
doi = {10.24963/IJCAI.2018/727},
timestamp = {Tue, 20 Aug 2019 16:19:08 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/CozmanM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/CozmanM17,
author = {F{\'{a}}bio Gagliardi Cozman and
Denis Deratani Mau{\'{a}}},
title = {On the complexity of propositional and relational credal networks},
journal = {Int. J. Approx. Reason.},
volume = {83},
pages = {298--319},
year = {2017},
url = {https://doi.org/10.1016/j.ijar.2016.10.008},
doi = {10.1016/J.IJAR.2016.10.008},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/CozmanM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/MauaC17,
author = {Denis Deratani Mau{\'{a}} and
F{\'{a}}bio Gagliardi Cozman},
title = {The effect of combination functions on the complexity of relational
Bayesian networks},
journal = {Int. J. Approx. Reason.},
volume = {85},
pages = {178--195},
year = {2017},
url = {https://doi.org/10.1016/j.ijar.2017.03.014},
doi = {10.1016/J.IJAR.2017.03.014},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/MauaC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/CozmanM17,
author = {F{\'{a}}bio Gagliardi Cozman and
Denis Deratani Mau{\'{a}}},
title = {On the Semantics and Complexity of Probabilistic Logic Programs},
journal = {J. Artif. Intell. Res.},
volume = {60},
pages = {221--262},
year = {2017},
url = {https://doi.org/10.1613/jair.5482},
doi = {10.1613/JAIR.5482},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/CozmanM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/LlerenaM17,
author = {Julissa Villanueva Llerena and
Denis Deratani Mau{\'{a}}},
title = {On Using Sum-Product Networks for Multi-label Classification},
booktitle = {2017 Brazilian Conference on Intelligent Systems, {BRACIS} 2017, Uberl{\^{a}}ndia,
Brazil, October 2-5, 2017},
pages = {25--30},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BRACIS.2017.34},
doi = {10.1109/BRACIS.2017.34},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/LlerenaM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/SilveiraM17,
author = {Igor Cataneo Silveira and
Denis Deratani Mau{\'{a}}},
title = {University Entrance Exam as a Guiding Test for Artificial Intelligence},
booktitle = {2017 Brazilian Conference on Intelligent Systems, {BRACIS} 2017, Uberl{\^{a}}ndia,
Brazil, October 2-5, 2017},
pages = {426--431},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BRACIS.2017.44},
doi = {10.1109/BRACIS.2017.44},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/SilveiraM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/CozmanM17,
author = {F{\'{a}}bio Gagliardi Cozman and
Denis Deratani Mau{\'{a}}},
editor = {Alessandro Antonucci and
Laurence Cholvy and
Odile Papini},
title = {The Descriptive Complexity of Bayesian Network Specifications},
booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty
- 14th European Conference, {ECSQARU} 2017, Lugano, Switzerland, July
10-14, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10369},
pages = {93--103},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-61581-3\_9},
doi = {10.1007/978-3-319-61581-3\_9},
timestamp = {Tue, 19 Jan 2021 13:09:19 +0100},
biburl = {https://dblp.org/rec/conf/ecsqaru/CozmanM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/CozmanM17a,
author = {F{\'{a}}bio Gagliardi Cozman and
Denis Deratani Mau{\'{a}}},
editor = {Alessandro Antonucci and
Laurence Cholvy and
Odile Papini},
title = {The Complexity of Inferences and Explanations in Probabilistic Logic
Programming},
booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty
- 14th European Conference, {ECSQARU} 2017, Lugano, Switzerland, July
10-14, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10369},
pages = {449--458},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-61581-3\_40},
doi = {10.1007/978-3-319-61581-3\_40},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecsqaru/CozmanM17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isipta/BuenoMBC17,
author = {Thiago Pereira Bueno and
Denis Deratani Mau{\'{a}} and
Leliane N. de Barros and
F{\'{a}}bio Gagliardi Cozman},
editor = {Alessandro Antonucci and
Giorgio Corani and
In{\'{e}}s Couso and
S{\'{e}}bastien Destercke},
title = {Modeling Markov Decision Processes with Imprecise Probabilities Using
Probabilistic Logic Programming},
booktitle = {Proceedings of the Tenth International Symposium on Imprecise Probability:
Theories and Applications, Lugano, Switzerland, 10-14 July 2017},
series = {Proceedings of Machine Learning Research},
volume = {62},
pages = {49--60},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v62/bueno17a.html},
timestamp = {Tue, 19 Jan 2021 13:09:22 +0100},
biburl = {https://dblp.org/rec/conf/isipta/BuenoMBC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isipta/MauaCCC17,
author = {Denis Deratani Mau{\'{a}} and
F{\'{a}}bio Gagliardi Cozman and
Diarmaid Conaty and
Cassio P. de Campos},
editor = {Alessandro Antonucci and
Giorgio Corani and
In{\'{e}}s Couso and
S{\'{e}}bastien Destercke},
title = {Credal Sum-Product Networks},
booktitle = {Proceedings of the Tenth International Symposium on Imprecise Probability:
Theories and Applications, Lugano, Switzerland, 10-14 July 2017},
series = {Proceedings of Machine Learning Research},
volume = {62},
pages = {205--216},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v62/mau\%C3\%A117a.html},
timestamp = {Mon, 05 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isipta/MauaCCC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sum/FariaCM17,
author = {Francisco Henrique Otte Vieira de Faria and
F{\'{a}}bio Gagliardi Cozman and
Denis Deratani Mau{\'{a}}},
editor = {Seraf{\'{\i}}n Moral and
Olivier Pivert and
Daniel S{\'{a}}nchez and
Nicol{\'{a}}s Mar{\'{\i}}n},
title = {Closed-Form Solutions in Learning Probabilistic Logic Programs by
Exact Score Maximization},
booktitle = {Scalable Uncertainty Management - 11th International Conference, {SUM}
2017, Granada, Spain, October 4-6, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10564},
pages = {119--133},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-67582-4\_9},
doi = {10.1007/978-3-319-67582-4\_9},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sum/FariaCM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ConatyCM17,
author = {Diarmaid Conaty and
Cassio P. de Campos and
Denis Deratani Mau{\'{a}}},
editor = {Gal Elidan and
Kristian Kersting and
Alexander Ihler},
title = {Approximation Complexity of Maximum {A} Posteriori Inference in Sum-Product
Networks},
booktitle = {Proceedings of the Thirty-Third Conference on Uncertainty in Artificial
Intelligence, {UAI} 2017, Sydney, Australia, August 11-15, 2017},
publisher = {{AUAI} Press},
year = {2017},
url = {http://auai.org/uai2017/proceedings/papers/109.pdf},
timestamp = {Mon, 05 Dec 2022 15:54:38 +0100},
biburl = {https://dblp.org/rec/conf/uai/ConatyCM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CozmanM17,
author = {F{\'{a}}bio Gagliardi Cozman and
Denis Deratani Mau{\'{a}}},
title = {On the Semantics and Complexity of Probabilistic Logic Programs},
journal = {CoRR},
volume = {abs/1701.09000},
year = {2017},
url = {http://arxiv.org/abs/1701.09000},
eprinttype = {arXiv},
eprint = {1701.09000},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CozmanM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MauaC17,
author = {Denis Deratani Mau{\'{a}} and
Cassio P. de Campos},
title = {Approximation Complexity of Maximum {A} Posteriori Inference in Sum-Product
Networks},
journal = {CoRR},
volume = {abs/1703.06045},
year = {2017},
url = {http://arxiv.org/abs/1703.06045},
eprinttype = {arXiv},
eprint = {1703.06045},
timestamp = {Mon, 05 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MauaC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FariaGCM17,
author = {Francisco H. O. V. de Faria and
Arthur C. Gusm{\~{a}}o and
F{\'{a}}bio Gagliardi Cozman and
Denis Deratani Mau{\'{a}}},
title = {Speeding-up ProbLog's Parameter Learning},
journal = {CoRR},
volume = {abs/1707.08151},
year = {2017},
url = {http://arxiv.org/abs/1707.08151},
eprinttype = {arXiv},
eprint = {1707.08151},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FariaGCM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/Maua16,
author = {Denis Deratani Mau{\'{a}}},
title = {Equivalences between maximum a posteriori inference in Bayesian networks
and maximum expected utility computation in influence diagrams},
journal = {Int. J. Approx. Reason.},
volume = {68},
pages = {211--229},
year = {2016},
url = {https://doi.org/10.1016/j.ijar.2015.03.007},
doi = {10.1016/J.IJAR.2015.03.007},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/Maua16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/MauaC16,
author = {Denis Deratani Mau{\'{a}} and
F{\'{a}}bio Gagliardi Cozman},
title = {Fast local search methods for solving limited memory influence diagrams},
journal = {Int. J. Approx. Reason.},
volume = {68},
pages = {230--245},
year = {2016},
url = {https://doi.org/10.1016/j.ijar.2015.05.003},
doi = {10.1016/J.IJAR.2015.05.003},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/MauaC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/MauaAC16,
author = {Denis Deratani Mau{\'{a}} and
Alessandro Antonucci and
Cassio Polpo de Campos},
title = {Hidden Markov models with set-valued parameters},
journal = {Neurocomputing},
volume = {180},
pages = {94--107},
year = {2016},
url = {https://doi.org/10.1016/j.neucom.2015.08.095},
doi = {10.1016/J.NEUCOM.2015.08.095},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/MauaAC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jidm/UrciaM16,
author = {Walter Perez Urcia and
Denis Deratani Mau{\'{a}}},
title = {Better Initialization Heuristics for Order-based Bayesian Network
Structure Learning},
journal = {J. Inf. Data Manag.},
volume = {7},
number = {2},
pages = {181--195},
year = {2016},
url = {https://sol.sbc.org.br/journals/index.php/jidm/article/view/1587},
timestamp = {Tue, 30 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jidm/UrciaM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/BuenoMBC16,
author = {Thiago Pereira Bueno and
Denis Deratani Mau{\'{a}} and
Leliane N. de Barros and
F{\'{a}}bio Gagliardi Cozman},
title = {Markov Decision Processes Specified by Probabilistic Logic Programming:
Representation and Solution},
booktitle = {5th Brazilian Conference on Intelligent Systems, {BRACIS} 2016, Recife,
Brazil, October 9-12, 2016},
pages = {337--342},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BRACIS.2016.068},
doi = {10.1109/BRACIS.2016.068},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/BuenoMBC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/CozmanM16,
author = {F{\'{a}}bio Gagliardi Cozman and
Denis Deratani Mau{\'{a}}},
editor = {Arjen Hommersom and
Samer A. Abdallah},
title = {The Structure and Complexity of Credal Semantics},
booktitle = {Proceedings of the 3rd International Workshop on Probabilistic Logic
Programming co-located with 26th International Conference on Inductive
Logic Programming {(ILP} 2016), London, UK, September 3, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1661},
pages = {3--14},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1661/paper-01.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:03 +0100},
biburl = {https://dblp.org/rec/conf/ilp/CozmanM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/CozmanM16,
author = {F{\'{a}}bio Gagliardi Cozman and
Denis Deratani Mau{\'{a}}},
editor = {Alessandro Antonucci and
Giorgio Corani and
Cassio Polpo de Campos},
title = {Probabilistic Graphical Models Specified by Probabilistic Logic Programs:
Semantics and Complexity},
booktitle = {Probabilistic Graphical Models - Eighth International Conference,
{PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {52},
pages = {110--122},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v52/cozman16.html},
timestamp = {Tue, 19 Jan 2021 13:09:20 +0100},
biburl = {https://dblp.org/rec/conf/pgm/CozmanM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/MauaC16,
author = {Denis Deratani Mau{\'{a}} and
F{\'{a}}bio Gagliardi Cozman},
editor = {Alessandro Antonucci and
Giorgio Corani and
Cassio Polpo de Campos},
title = {The Effect of Combination Functions on the Complexity of Relational
Bayesian Networks},
booktitle = {Probabilistic Graphical Models - Eighth International Conference,
{PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {52},
pages = {333--344},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v52/maua16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/MauaC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CozmanM16,
author = {F{\'{a}}bio Gagliardi Cozman and
Denis Deratani Mau{\'{a}}},
title = {The Complexity of Bayesian Networks Specified by Propositional and
Relational Languages},
journal = {CoRR},
volume = {abs/1612.01120},
year = {2016},
url = {http://arxiv.org/abs/1612.01120},
eprinttype = {arXiv},
eprint = {1612.01120},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CozmanM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/CozmanM15,
author = {F{\'{a}}bio Gagliardi Cozman and
Denis Deratani Mau{\'{a}}},
editor = {Blai Bonet and
Sven Koenig},
title = {Bayesian Networks Specified Using Propositional and Relational Constructs:
Combined, Data, and Domain Complexity},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {3519--3525},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9680},
doi = {10.1609/AAAI.V29I1.9680},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/CozmanM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/MauaCC15,
author = {Denis Deratani Mau{\'{a}} and
Cassio P. de Campos and
F{\'{a}}bio Gagliardi Cozman},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {The Complexity of {MAP} Inference in Bayesian Networks Specified Through
Logical Languages},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {889--895},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/130},
timestamp = {Mon, 05 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/MauaCC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sum/CozmanM15,
author = {F{\'{a}}bio Gagliardi Cozman and
Denis Deratani Mau{\'{a}}},
editor = {Christoph Beierle and
Alex Dekhtyar},
title = {The Complexity of Plate Probabilistic Models},
booktitle = {Scalable Uncertainty Management - 9th International Conference, {SUM}
2015, Qu{\'{e}}bec City, QC, Canada, September 16-18, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9310},
pages = {36--49},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23540-0\_3},
doi = {10.1007/978-3-319-23540-0\_3},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sum/CozmanM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sum/MauaC15,
author = {Denis Deratani Mau{\'{a}} and
F{\'{a}}bio Gagliardi Cozman},
editor = {Christoph Beierle and
Alex Dekhtyar},
title = {DL-Lite Bayesian Networks: {A} Tractable Probabilistic Graphical Model},
booktitle = {Scalable Uncertainty Management - 9th International Conference, {SUM}
2015, Qu{\'{e}}bec City, QC, Canada, September 16-18, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9310},
pages = {50--64},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23540-0\_4},
doi = {10.1007/978-3-319-23540-0\_4},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sum/MauaC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/MauaCBA14,
author = {Denis Deratani Mau{\'{a}} and
Cassio P. de Campos and
Alessio Benavoli and
Alessandro Antonucci},
title = {Probabilistic Inference in Credal Networks: New Complexity Results},
journal = {J. Artif. Intell. Res.},
volume = {50},
pages = {603--637},
year = {2014},
url = {https://doi.org/10.1613/jair.4355},
doi = {10.1613/JAIR.4355},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/MauaCBA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bracis/MauaCA14,
author = {Denis Deratani Mau{\'{a}} and
Cassio Polpo de Campos and
Alessandro Antonucci},
title = {Algorithms for Hidden Markov Models with Imprecisely Specified Parameters},
booktitle = {2014 Brazilian Conference on Intelligent Systems, {BRACIS} 2014, Sao
Paulo, Brazil, October 18-22, 2014},
pages = {186--191},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BRACIS.2014.42},
doi = {10.1109/BRACIS.2014.42},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bracis/MauaCA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NieMCJ14,
author = {Siqi Nie and
Denis Deratani Mau{\'{a}} and
Cassio P. de Campos and
Qiang Ji},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Advances in Learning Bayesian Networks of Bounded Treewidth},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2285--2293},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/3948ead63a9f2944218de038d8934305-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/NieMCJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/CoraniAMG14,
author = {Giorgio Corani and
Alessandro Antonucci and
Denis Deratani Mau{\'{a}} and
Sandra Gabaglio},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Trading off Speed and Accuracy in Multilabel Classification},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {145--159},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_10},
doi = {10.1007/978-3-319-11433-0\_10},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/CoraniAMG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/Maua14,
author = {Denis Deratani Mau{\'{a}}},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Equivalences between Maximum a Posteriori Inference in Bayesian Networks
and Maximum Expected Utility Computation in Influence Diagrams},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {318--333},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_21},
doi = {10.1007/978-3-319-11433-0\_21},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/Maua14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/MauaC14,
author = {Denis Deratani Mau{\'{a}} and
F{\'{a}}bio Gagliardi Cozman},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Speeding Up k-Neighborhood Local Search in Limited Memory Influence
Diagrams},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {334--349},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_22},
doi = {10.1007/978-3-319-11433-0\_22},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/MauaC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NieMCJ14,
author = {Siqi Nie and
Denis Deratani Mau{\'{a}} and
Cassio Polpo de Campos and
Qiang Ji},
title = {Advances in Learning Bayesian Networks of Bounded Treewidth},
journal = {CoRR},
volume = {abs/1406.1411},
year = {2014},
url = {http://arxiv.org/abs/1406.1411},
eprinttype = {arXiv},
eprint = {1406.1411},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NieMCJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/MauaCZ13,
author = {Denis Deratani Mau{\'{a}} and
Cassio Polpo de Campos and
Marco Zaffalon},
title = {On the complexity of solving polytree-shaped limited memory influence
diagrams with binary variables},
journal = {Artif. Intell.},
volume = {205},
pages = {30--38},
year = {2013},
url = {https://doi.org/10.1016/j.artint.2013.10.002},
doi = {10.1016/J.ARTINT.2013.10.002},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/MauaCZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/AntonucciCMG13,
author = {Alessandro Antonucci and
Giorgio Corani and
Denis Deratani Mau{\'{a}} and
Sandra Gabaglio},
editor = {Francesca Rossi},
title = {An Ensemble of Bayesian Networks for Multilabel Classification},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {1220--1225},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6926},
timestamp = {Tue, 23 Jan 2024 13:25:46 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/AntonucciCMG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Maua13,
author = {Denis Deratani Mau{\'{a}}},
editor = {Francesca Rossi},
title = {Approximation Algorithms for Max-Sum-Product Problems},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {3235--3236},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6602},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/Maua13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MauaCBA13,
author = {Denis Deratani Mau{\'{a}} and
Cassio Polpo de Campos and
Alessio Benavoli and
Alessandro Antonucci},
editor = {Ann E. Nicholson and
Padhraic Smyth},
title = {On the Complexity of Strong and Epistemic Credal Networks},
booktitle = {Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2013, Bellevue, WA, USA, August 11-15, 2013},
publisher = {{AUAI} Press},
year = {2013},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2400\&\#38;proceeding\_id=29},
timestamp = {Fri, 16 Jul 2021 16:15:58 +0200},
biburl = {https://dblp.org/rec/conf/uai/MauaCBA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MauaCBA13,
author = {Denis Deratani Mau{\'{a}} and
Cassio Polpo de Campos and
Alessio Benavoli and
Alessandro Antonucci},
title = {On the Complexity of Strong and Epistemic Credal Networks},
journal = {CoRR},
volume = {abs/1309.6845},
year = {2013},
url = {http://arxiv.org/abs/1309.6845},
eprinttype = {arXiv},
eprint = {1309.6845},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MauaCBA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/MauaCZ12,
author = {Denis Deratani Mau{\'{a}} and
Cassio P. de Campos and
Marco Zaffalon},
title = {Updating credal networks is approximable in polynomial time},
journal = {Int. J. Approx. Reason.},
volume = {53},
number = {8},
pages = {1183--1199},
year = {2012},
url = {https://doi.org/10.1016/j.ijar.2012.06.014},
doi = {10.1016/J.IJAR.2012.06.014},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/MauaCZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/ZaffalonCM12,
author = {Marco Zaffalon and
Giorgio Corani and
Denis Deratani Mau{\'{a}}},
title = {Evaluating credal classifiers by utility-discounted predictive accuracy},
journal = {Int. J. Approx. Reason.},
volume = {53},
number = {8},
pages = {1282--1301},
year = {2012},
url = {https://doi.org/10.1016/j.ijar.2012.06.022},
doi = {10.1016/J.IJAR.2012.06.022},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/ZaffalonCM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/MauaCZ12,
author = {Denis Deratani Mau{\'{a}} and
Cassio P. de Campos and
Marco Zaffalon},
title = {Solving Limited Memory Influence Diagrams},
journal = {J. Artif. Intell. Res.},
volume = {44},
pages = {97--140},
year = {2012},
url = {https://doi.org/10.1613/jair.3625},
doi = {10.1613/JAIR.3625},
timestamp = {Mon, 05 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/MauaCZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MauaC12,
author = {Denis Deratani Mau{\'{a}} and
Cassio Polpo de Campos},
title = {Anytime Marginal {MAP} Inference},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/728.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MauaC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MauaCZ12,
author = {Denis Deratani Mau{\'{a}} and
Cassio Polpo de Campos and
Marco Zaffalon},
editor = {Nando de Freitas and
Kevin P. Murphy},
title = {The Complexity of Approximately Solving Influence Diagrams},
booktitle = {Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial
Intelligence, Catalina Island, CA, USA, August 14-18, 2012},
pages = {604--613},
publisher = {{AUAI} Press},
year = {2012},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2321\&\#38;proceeding\_id=28},
timestamp = {Mon, 23 Nov 2020 08:36:48 +0100},
biburl = {https://dblp.org/rec/conf/uai/MauaCZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-4890,
author = {Denis Deratani Mau{\'{a}} and
Cassio Polpo de Campos and
Marco Zaffalon},
title = {The Complexity of Approximately Solving Influence Diagrams},
journal = {CoRR},
volume = {abs/1210.4890},
year = {2012},
url = {http://arxiv.org/abs/1210.4890},
eprinttype = {arXiv},
eprint = {1210.4890},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-4890.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MauaC11,
author = {Denis Deratani Mau{\'{a}} and
Cassio Polpo de Campos},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Solving Decision Problems with Limited Information},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {603--611},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/f85454e8279be180185cac7d243c5eb3-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MauaC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1109-1754,
author = {Denis Deratani Mau{\'{a}} and
Cassio Polpo de Campos and
Marco Zaffalon},
title = {Solving Limited Memory Influence Diagrams},
journal = {CoRR},
volume = {abs/1109.1754},
year = {2011},
url = {http://arxiv.org/abs/1109.1754},
eprinttype = {arXiv},
eprint = {1109.1754},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1109-1754.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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