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Martin Trapp

Dipl.-Ing., BSc

20172019

Research output per year

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Research Output

  • 5 Conference contribution
  • 1 Paper

Bayesian Learning of Sum-Product Networks

Trapp, M., Peharz, R., Ge, H., Pernkopf, F. & Ghaharamani, Z., 2019, Neural Information Processing (NeurIPS).

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

Graph Tracking in Dynamic Probabilistic Programs via Source Transformations

Gabler, P., Trapp, M., Ge, H. & Pernkopf, F., 2019, Symposium on Advances in Approximate Bayesian Inference (AABI).

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

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