Institute of Theoretical Computer Science Graz University of Technology
Publications
2023
Tagungsbeitrag
Christian Toth, Lars Lorch, Christian Knoll, Andreas Krause, Franz Pernkopf, Robert Peharz and Julius von KügelgenActive Bayesian Causal InferenceAdvances in Neural Information Processing Systems Publikation in PURE anzeigen
Alvaro H.C. Correia, Gennaro Gala, Erik Quaeghebeur, Cassio de Campos and Robert PeharzContinuous Mixtures of Tractable Probabilistic ModelsProceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023 7244-7252Publikation in PURE anzeigen
2022
Beitrag in Fachzeitschrift
Xiaoting Shao, Alejandro Molina, Antonio Vergari, Karl Stelzner, Robert Peharz, Thomas Liebig and Kristian KerstingConditional sum-product networksPublikation in PURE anzeigen
2020
Tagungsbeitrag
Alvaro H. C. Correia, Robert Peharz and Cassio P. de CamposJoints in Random Forests.Advances in Neural Information Processing Systems 33Publikation in PURE anzeigen
Ricky Maulana Fajri, Samaneh Khoshrou, Robert Peharz and Mykola PechenizkiyPS3: Partition-Based Skew-Specialized Sampling for Batch Mode Active Learning in Imbalanced Text Data.ECML PKDD 2020. Lecture Notes in Computer Science.68-84Publikation in PURE anzeigen
Robert Peharz, Steven Lang, Antonio Vergari, Karl Stelzner, Alejandro Molina, Martin Trapp, Guy Van den Broeck, Kristian Kersting and Zoubin GhahramaniEinsum Networks: Fast and Scalable Learning of Tractable Probabilistic Circuits.International Conference on Machine Learning, PMLR 1197563-7574Publikation in PURE anzeigen
2019
Tagungsbeitrag
Karl Stelzner, Robert Peharz and Kristian KerstingFaster attend-infer-repeat with tractable probabilistic models36th International Conference on Machine Learning, ICML 2019Publikation in PURE anzeigen
Ping Liang Tan and Robert PeharzHierarchical decompositional mixtures of variational autoencoders36th International Conference on Machine Learning, ICML 2019Publikation in PURE anzeigen
Marton Havasi, Robert Peharz and José Miguel Hernández-LobatoMinimal random code learningInternational Conference on Learning RepresentationsPublikation in PURE anzeigen
Antonio Vergari, Alejandro Molina, Robert Peharz, Zoubin Ghahramani, Kristian Kersting and Isabel ValeraAutomatic Bayesian Density AnalysisProceedings of The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19)Publikation in PURE anzeigen
2018
Tagungsbeitrag
Antonio Vergari, Alejandro Molina, Robert Peharz, Kristian Kersting, Nicola Di Mauro and Floriana EspositoSum-product autoencoding32nd AAAI Conference on Artificial Intelligence, AAAI 2018Publikation in PURE anzeigen
2016
Tagungsbeitrag
F.B. Pokorny, B. W. Schuller, Robert Peharz, Franz Pernkopf, K.D. Bartl-Pokorny, C. Einspieler and P.B. MarschikContributing to the early identification of neurodevelopmental disorders: The retrospective analysis of pre-linguistic vocalisations in home video materialCongreso Internacional Psicologia ClinicaPublikation in PURE anzeigen
Contact
Ass. Prof. Dipl.-Ing. Dr. techn. Robert Peharz Institute of Theoretical Computer Science Inffeldgasse 16b/I 8010 Graz Austria
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