COMP Computational Learning Theory Spring Department of Computer Science Tufts University Instructor Roni Khardon Lecture Scribe Roni Mistake Bounded Learning and the Perceptron Algorithm These note - Pdf

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COMP Computational Learning Theory Spring Department of Computer Science Tufts University Instructor Roni Khardon Lecture Scribe Roni Mistake Bounded Learning and the Perceptron Algorithm These note

1 MistakeBound Learning Mistakebound learning can be described in terms of playing an in64257nite learning game as follows 1 An adversary chooses some example and shows it to the learner 2 The learner tries to predict the label of the example 3 The

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COMP Computational Learning Theory Spring Department of Computer Science Tufts University Instructor Roni Khardon Lecture Scribe Roni Mistake Bounded Learning and the Perceptron Algorithm These note






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