Signal Processing and Speech Communication Laboratory
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Martin Trapp

Room number
none
Position
PhD Student
Email
martin.trapp@tugraz.at
Student Projects
PhD Theses
Publications
  • Paper Trapp M., Peharz R. & Pernkopf F. (2019) Optimisation of Overparametrized Sum-Product Networks.. [more info]
  • Conference contribution Peharz R., Vergari A., Stelzner K., Molina A., Shao X., Trapp M., Kersting K. & Ghahramani Z. (2019) Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning. in Conference on Uncertainty in Artificial Intelligence (UAI). [more info]
  • Conference contribution Trapp M., Peharz R., Rassmusen C. & Pernkopf F. (2018) Learning Deep Mixtures of Gaussian Process Experts Using Sum-Product Networks. in International Conference on Machine Learning (ICML); Workshop on Tractable Probabilistic Models. [more info]
  • Conference contribution Trapp M., Madl T., Peharz R., Pernkopf F. & Trappl R. (2017) Safe Semi-Supervised Learning of Sum-Product Networks. in Uncertainty in Artificial Intelligence (UAI). [more info]