Prof. Jacob Goldberger

Faculty of Engineering

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Teaching

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