Fall 2018 CS 498 Introduction to Deep Learning Now slazebni.cs.illinois.edu Prerequisites: Multi-variable calculus, linear algebra, data structures (CS 225 or equivalent), CS 361 or STAT 400.
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Increase batch size Increase step size Decrease step size 1 point 6.Suppose it takes about 1 milliseconds to compute a gradient for a single example. You run an online advertising company and would like to do online learning via mini-batch stochastic gradient ascent.
Princeton University - Cited by 670 - Computer Vision - Machine Learning - Deep Learning