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Martin Trapp

Dipl.-Ing., BSc

20172019
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Research Output 2017 2019

  • 3 Conference contribution
  • 1 Paper

Optimisation of Overparametrized Sum-Product Networks

Trapp, M., Peharz, R. & Pernkopf, F., Jun 2019.

Research output: Contribution to conferencePaperResearchpeer-review

Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning

Peharz, R., Vergari, A., Stelzner, K., Molina, A., Shao, X., Trapp, M., Kersting, K. & Ghahramani, Z., Jul 2019, Conference on Uncertainty in Artificial Intelligence (UAI).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Learning Deep Mixtures of Gaussian Process Experts Using Sum-Product Networks

Trapp, M., Peharz, R., Rassmusen, C. & Pernkopf, F., 2018, International Conference on Machine Learning (ICML); Workshop on Tractable Probabilistic Models.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Safe Semi-Supervised Learning of Sum-Product Networks

Trapp, M., Madl, T., Peharz, R., Pernkopf, F. & Trappl, R., 2017, Uncertainty in Artificial Intelligence (UAI).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review