[Lisa_teatalk] Tea Talk: Thursday, October 11th @ 3PM, location TBD

Guillaume Desjardins guillaume.desjardins at gmail.com
Tue Oct 9 15:23:19 EDT 2012


Please join us this coming Thursday, for a tea-talk by Maia Fraser,
who is visiting us from the University of Chicago. Title and abstract
below.

When: October 11th, 3pm
Where: TBD

Title: Structural Observations on Hierarchically Derived Reproducing Kernels

Abstract:
This talk will be informal. I will describe how convolution neural
networks can be viewed within the mathematical framework proposed by
[Smale2008] for hierarchically deriving reproducing kernels on spaces
of images. I will then show how this axiomatic set-up makes it
possible to use Hilbert space geometry in order to determine how
certain design aspects (depth, type of neural response, choice of
templates) can be traded off against each other.

--
Guillaume


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