ECE471 Selected Topics in Machine Learning – Assignment 4 solution




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Problem Statement Consider the cifar and cifar datasets which contain
32 × 32 pixel color images. Train a classifier for each of these with performance
similar to the state of the art (for cifar. It is your task to figure out what is state
of the art. Feel free to adapt any techniques from papers you read. I encourage you
to experiment with normalization techniques and optimization algorithms in this
assignment. Write a paragraph or two summarizing your experiments. Hopefully
you’ll be able to resuse your mnist program.