Guido Montufar

UCLA

Names

Guido Montufar (Preferred)
,
Guido F. Montufar

Emails

****@googlemail.com
,
****@gmail.com
,
****@mis.mpg.de
,
****@math.ucla.edu

Education & Career History

Associate Professor
UCLA (math.ucla.edu)
2022Present
 
Research Group Leader
Max Planck Institute MIS (mpi.mis.de)
2018Present
 
Assistant Professor
UCLA (math.ucla.edu)
20172022
 
Postdoc
Max Planck Institute MIS (mpi.mis.de)
20132017
 
Postdoc
Pennsylvania State University (math.psu.edu)
20122013
 
PhD student
Max Planck Institute MIS / Leipzig University (mpi.mis.de)
20092012
 
MS student
TU Berlin Theoretical Physics (tu-berlin.de)
20052008
 
MS student
TU Berlin Mathematics (tu-berlin.de)
20042007
 
Undergrad student
Technische Universität Berlin (tu-berlin.de)
20022004
 

Advisors, Relations & Conflicts

PhD Advisor
Nihat Ay
20092012
 

Expertise

deep learning theory
Present
 
exponential families
Present
 
Boltzmann machines
Present
 
neural networks
Present