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