Corpus ID: 662412

Introduction to Machine Learning: Class Notes 67577

@article{Shashua2009IntroductionTM,
  title={Introduction to Machine Learning: Class Notes 67577},
  author={A. Shashua},
  journal={ArXiv},
  year={2009},
  volume={abs/0904.3664}
}
  • A. Shashua
  • Published 2009
  • Computer Science, Mathematics
  • ArXiv
  • Introduction to Machine learning covering Statistical Inference (Bayes, EM, ML/MaxEnt duality), algebraic and spectral methods (PCA, LDA, CCA, Clustering), and PAC learning (the Formal model, VC dimension, Double Sampling theorem). 
    Ensemble Classification via Kernel-PCA Dimensionality Reduction
    • Alon Schclar
    • 2019
    Incremental and Decremental SVM for Regression
    6
    Learning Cooperative Games
    20

    References

    Publications referenced by this paper.
    SHOWING 1-7 OF 7 REFERENCES
    An Introduction to Computational Learning Theory
    1563
    An Algorithm for Vector Quantizer Design
    6246
    Normalized cuts and image segmentation
    13123