Tensor Analysis - Applications and Algorithms
Christos Faloutsos , CMU
SIAM Annual meeting
July 12, 2017
Abstract
Can tensors help us understand fMRI brainscans?
How about computer network intrusion detection?
We focus on the multiple applications that tensors
can help us analyze, including
co-evolving time sequences, power-grid measurements,
and more.
We also give a recent algorithm
for higher order tensors (4 or higher),
that achieves several orders of magnitude savings
in space and time,
and the 'groupNteach' algorithm, connecting
education to matrix algebra and information theory.
Foils
Foils are here.
Last updated, by Christos Faloutsos, July 12, 2017