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Franz Pernkopf

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Papers (16)

  1. On the Fractional Fourier Transform for FMCW Radar Interference Mitigation eess.SP · 2026 · author #3
  2. Stochasticity in Tokenisation Improves Robustness cs.CL · 2026 · author #6
  3. On Multiangle Discrete Fractional Periodic Transforms eess.SP · 2025 · author #2
  4. FMCW Radar Interference Mitigation based on the Fractional Fourier Transform eess.SP · 2025 · author #2
  5. Learning a Behavior Model of Hybrid Systems Through Combining Model-Based Testing and Machine Learning (Full Version) cs.LG · 2019 · author #5
  6. Complex Signal Denoising and Interference Mitigation for Automotive Radar Using Convolutional Neural Networks eess.SP · 2019 · author #5
  7. Parameterized Structured Pruning for Deep Neural Networks cs.LG · 2019 · author #3
  8. Optimisation of Overparametrized Sum-Product Networks cs.LG · 2019 · author #3
  9. Efficient and Robust Machine Learning for Real-World Systems cs.LG · 2018 · author #1
  10. Sound event detection using weakly-labeled semi-supervised data with GCRNNS, VAT and Self-Adaptive Label Refinement cs.SD · 2018 · author #2
  11. Learning Deep Mixtures of Gaussian Process Experts Using Sum-Product Networks cs.LG · 2018 · author #4
  12. Sum-Product Networks for Sequence Labeling cs.LG · 2018 · author #3
  13. Automatic Clustering of a Network Protocol with Weakly-Supervised Clustering cs.LG · 2018 · author #2
  14. Safe Semi-Supervised Learning of Sum-Product Networks stat.ML · 2017 · author #4
  15. Fixed Points of Belief Propagation -- An Analysis via Polynomial Homotopy Continuation stat.ML · 2016 · author #2
  16. On the Latent Variable Interpretation in Sum-Product Networks cs.AI · 2016 · author #3

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