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Robert Peharz

Active Bayesian Causal Inference

Jun 04, 2022
Christian Toth, Lars Lorch, Christian Knoll, Andreas Krause, Franz Pernkopf, Robert Peharz, Julius von Kügelgen

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* RP & JvK are shared last authors. 10 pages + references + appendices (26 pages total); 6 Figs

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Joints in Random Forests

Jul 11, 2020
Alvaro H. C. Correia, Robert Peharz, Cassio P. de Campos

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Towards Robust Classification with Deep Generative Forests

Jul 11, 2020
Alvaro H. C. Correia, Robert Peharz, Cassio de Campos

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* Presented at the ICML 2020 Workshop on Uncertainty and Robustness in Deep Learning

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Resource-Efficient Neural Networks for Embedded Systems

Jan 07, 2020
Wolfgang Roth, Günther Schindler, Matthias Zöhrer, Lukas Pfeifenberger, Robert Peharz, Sebastian Tschiatschek, Holger Fröning, Franz Pernkopf, Zoubin Ghahramani

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* arXiv admin note: text overlap with arXiv:1812.02240

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Sum-Product Network Decompilation

Dec 20, 2019
Cory J. Butz, Jhonatan S. Oliveira, Robert Peharz

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Optimisation of Overparametrized Sum-Product Networks

May 29, 2019
Martin Trapp, Robert Peharz, Franz Pernkopf

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* Workshop on Tractable Probabilistic Models (TPM) at ICML 2019

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