Alex Gittens

Rensselaer Polytechnic Institute

Names

Alex Gittens (Preferred)

Emails

****@icsi.berkeley.edu
,
****@rpi.edu

Education & Career History

Assistant Professor
Rensselaer Polytechnic Institute (rpi.edu)
2017Present
 
Postdoc
University of California Berkeley (berkeley.edu)
20152016
 

Advisors, Relations & Conflicts

PhD Advisor
20082013
 

Expertise

missing data
2023Present
 
causal machine learning
2022Present
 
trustworthy machine learning
2020Present
 
tensor factorizations
2017Present
 
matrix factorizations
2017Present
 
random features
2014Present
 
linear algebra
2012Present
 
randomized machine learning
2012Present
 
sketching
2012Present
 
dimensionality reduction
2012Present
 
covariance estimation
2012Present
 
kernel methods
2012Present
 
low rank approximation
2012Present
 
kernel learning
2012Present