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Home › a.a. precedenti › A.A. 2016-17 › Optimization Methods for Machine Learning
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    • Optimization Methods for Machine Learning
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  • A.A. 2015-16
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Siti Correlati

    • Kernel Machines
    • Support Vector Machines
    • Weka 3: Data Mining Software
    • SVM light
    • The R Project for Statistical Computing

Teaching material

Teaching material is made up of  lectures slides  and lectures notes.

Slides of the lectures can be downloaded freely during the semester course.

Lectures notes must be obtained from the teacher. Send an email. You can find lectures notes in italian at the old website.

See the description of the lectures for more details.

Download

    • 1st lecture Slide (introduction)
      2nd lecture Slide (VC dimension)
      4th lecture Slide (perceptron)
      5th lecture Slide (multilayer perceptron)
      6th lecture Slide (backpropagation gradient)
      8th lecture Slide (regularized RBF)
      11th lecture Slide (Hard SVM)
      12th lecture Slide (Soft C-SVM)

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