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New Machine Learning Techniques for Simulation-Based Inference: InferoStatic Nets, Kernel Score Estimation, and Kernel Likelihood Ratio Estimation.

Kyoungchul KongKonstantin T. MatchevStephen MrennaPrasanth Shyamsundar
Published in: CoRR (2022)
Keyphrases
  • likelihood ratio
  • kernel density estimation
  • kernel function
  • parzen window
  • support vector
  • parameter estimation
  • kernel methods
  • estimation algorithm
  • hypothesis testing
  • feature vectors
  • markov chain
  • gaussian processes