Wolfgang Roth

Dipl.-Ing., BSc

20162019

Research output per year

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Research Output

  • 4 Conference contribution
  • 2 Article
  • 1 Working paper
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Conference contribution
2019

Learning a Behavior Model of Hybrid Systems Through Combining Model-Based Testing and Machine Learning

Aichernig, B. K., Bloem, R., Ebrahimi, M., Horn, M., Pernkopf, F., Roth, W., Rupp, A., Tappler, M. & Tranninger, M., 2019, Testing Software and Systems: 31st IFIP WG 6.1 International Conference, ICTSS 2019, Paris, France, October 15–17, 2019, Proceedings. Gaston, C., Kosmatov, N. & Le Gall, P. (eds.). Cham: Springer International Publishing AG , p. 3-21 19 p. (Lecture Notes in Computer Science; vol. 11812).

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

Training Discrete-Valued Neural Networks with Sign Activations Using Weight Distributions

Roth, W., Schindler, G., Fröning, H. & Pernkopf, F., 2019, European Conference on Machine Learning (ECML).

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

2016

Manual Versus Automated: The Challenging Routine of Infant Vocalisation Segmentation in Home Videos to Study Neuro(mal)development

Pokorny, F. B., Peharz, R., Roth, W., Zöhrer, M., Pernkopf, F., Marschik, P. B. & Schuller, B. W., 2016, Interspeech.

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

Variational Inference in Neural Networks using an Approximate Closed-Form Objective

Roth, W. & Pernkopf, F., 2016, Neural Information Processing Systems (NIPS) workshop.

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