Gans trained by a two time-scale update rule converge to a local nash equilibrium

  • Martin Heusel
  • , Hubert Ramsauer
  • , Thomas Unterthiner
  • , Bernhard Nessler
  • , Sepp Hochreiter

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

Original languageEnglish
Title of host publicationAdvances in neural information processing systems
PublisherNIPS: Neural Information Processing Systems
Pages6626-6637
Number of pages11
Volume30
Publication statusPublished - 2017

Fields of science

  • 305907 Medical statistics
  • 202017 Embedded systems
  • 202036 Sensor systems
  • 101004 Biomathematics
  • 101014 Numerical mathematics
  • 101015 Operations research
  • 101016 Optimisation
  • 101017 Game theory
  • 101018 Statistics
  • 101019 Stochastics
  • 101024 Probability theory
  • 101026 Time series analysis
  • 101027 Dynamical systems
  • 101028 Mathematical modelling
  • 101029 Mathematical statistics
  • 101031 Approximation theory
  • 102 Computer Sciences
  • 102001 Artificial intelligence
  • 102003 Image processing
  • 102004 Bioinformatics
  • 102013 Human-computer interaction
  • 102018 Artificial neural networks
  • 102019 Machine learning
  • 102032 Computational intelligence
  • 102033 Data mining
  • 305901 Computer-aided diagnosis and therapy
  • 305905 Medical informatics
  • 202035 Robotics
  • 202037 Signal processing
  • 103029 Statistical physics
  • 106005 Bioinformatics
  • 106007 Biostatistics

JKU Focus areas

  • Digital Transformation

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