Class meeting for 10-605 Parallel Perceptrons 1

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This is one of the class meetings on the schedule for the course Machine Learning with Large Datasets 10-605 in Spring_2015.

Slides

Preparation for the Class

  • Bring a laptop or tablet that can access the internet. We'll do an online quiz: [1] Note that you will need to sign in first at [2] using your andrew id.
  • Read my notes on the voted perceptron. (You will not be quizzed on sections 3-4 on ranking and the structured perceptron in preparing for the class - but they will be covered in this lecture). Alternatively, or in addition, you can view the lecture for 10-601 from 9/22 or 9/23, which can be accessed via MediaTech.
  • Optional reading: Freund, Yoav, and Robert E. Schapire. "Large margin classification using the perceptron algorithm." Machine learning 37.3 (1999): 277-296.