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Number of items: 7.

Stelzer, K. and Peharz, R. and Kersting, K. (2020):
Faster Attend-Infer-Repeat with Tractable Probabilistic Models.
In: Proceedings of the 36th International Conference on Machine Learning (ICML), Long Beach, CA, USA, In: 36th International Conference on Machine Learning (ICML), June 10th to June 15th, 2019, [Conference or Workshop Item]

Vergari, A. and Molina, A. and Peharz, R. and Ghahramani, Z. and Kersting, K. and Vlalera, I. (2019):
Automatic Bayesian Density Analysis.
In: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), ., [Online-Edition: https://arxiv.org/abs/1807.09306],
[Conference or Workshop Item]

Shao, X. and Molina, A. and Vergari, A. and Stelzner, K. and Peharz, R and Liebig, T. and Kersting, K. (2019):
Conditional sum-product networks: Imposing structure on deep probabilistic architectures.
In: Working Notes of the ICML 2019 Workshop on Tractable Probabilistic Models (TPM), [Online-Edition: https://arxiv.org/abs/1905.08550],
[Report]

Teso, S and Kersting, K. (2019):
Explanatory interactive machine learning.
In: Proceedings of the 2nd AAAI/ACM Conference on AI, Ethics, and Society (AIES)., Honolulu, HI, USA, In: 2nd AAAI/ACM Conference on AI, Ethics, and Society, January 27-28, 2019, [Online-Edition: https://dl.acm.org/doi/10.1145/3306618.3314293],
[Conference or Workshop Item]

Peharz, R and Vergari, A. and Stelzner, K. and Molina, A. and Shao, X. and Trapp, M. and Kersting, K. and Ghahramani, Z. (2019):
Random Sum-Product Networks: A Simple but Effective Approach to Probabilistic Deep Learning.
Tel Aviv, Israel, In: Proceedings of the Conference on Uncertainty in AI (UAI), July 22-25, 2019, [Online-Edition: http://www.auai.org/],
[Conference or Workshop Item]

Lioutikov, R. and Maeda, G. and Veiga, F. F. and Kersting, K. and Peters, J. (2018):
Inducing Probabilistic Context-Free Grammars for the Sequencing of Robot Movement Primitives.
In: Proceedings of the International Conference on Robotics and Automation (ICRA), In: 2018 IEEE International Conference on Robotics and Automation (ICRA), Brisbane, QLD, Australia, May 21-26, 2018, [Online-Edition: http://www.ausy.tu-darmstadt.de/uploads/Team/RudolfLioutikov...],
[Conference or Workshop Item]

Molina, A. and Vergari, N. and Di Mauro, F. and Esposito, S. and Natarajan, K. and Kersting, K. (2018):
Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains.
In: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), o.A., [Online-Edition: https://www.aaai.org/Conferences/AAAI/aaai.php],
[Conference or Workshop Item]

This list was generated on Tue Sep 15 01:40:04 2020 CEST.