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Understanding Machine Learning: From Theory to Algorithms

Understanding Machine Learning: From Theory to Algorithms

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From Theory to Algorithms ... computation time is the main bottleneck. We therefore explicitly quantify both ... The rst draft of the book grew out of the lecture notes for the course that was taught at the Hebrew University by Shai Shalev-Shwartz during 2010{2013. We greatly appreciate the help of Ohad Shamir, who served

  Lecture, Notes, Machine, Understanding, Learning, Lecture notes, Theory, Computation, Understanding machine learning

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