Continuous Optimization Seminar - Haesol ImExport this event to calendar

Wednesday, November 21, 2018 — 4:00 PM EST

Title: Tutorial on Convolutional Neural Networks

Speaker: Haesol Im
Affiliation: University of Waterloo
Room: MC 5479

Abstract: We have seen stochastic gradient descent and automatic differentiation to help handle the big dimensionality of problems that often occur in machine learning. In this presentation, I will present where this big dimensionality comes from by presenting a simple neural network. Then I will give a brief tutorial on convolutional neural network and its basic operations. I will close the talk by presenting AlexNet, which is an example of a convolutional neural network.

Location 
MC - Mathematics & Computer Building
5479
200 University Avenue West

Waterloo, ON N2L 3G1
Canada

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