Prof. Jacob Goldberger

Faculty of Engineering

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Teaching

  • Confidence calibration tutorial
  • k-means algorithm
  • Mixture of Gaussians (MoG)
  • Principal component analysis (PCA)  slides
  • Linear discriminant analysis (LDA)
  • Hidden Markov Model (HMM) slides
  • Factor Analysis
  • Linear dynamical systems (LDS) slides
  • Non-Linear dynamical systems
  • Markov random fields (MRF) slides
  • Factor graphs
  • Belief propagation algorithm
  • Expectation-Maximization (EM) algorithm slides
  • Variational AutoEncoder (VAE)
  • Logistic regression slides
  • Conditional random field (CRF) slides
  • Restricted Boltzmann machines (RBM)
Faculty of Engineering, Bar-Ilan University