Guido Montufar (Preferred)
Guido F. Montufar
Guido Montufar
Full Professor, UCLA
Research Group Leader, Max Planck Institute MIS
Joined
September 2016
Names
,
Emails
****@googlemail.com (Confirmed)
****@gmail.com (Confirmed)
****@mis.mpg.de (Confirmed)
****@math.ucla.edu (Confirmed)
Personal Links
Career & Education History
Full Professor
UCLA (math.ucla.edu)
2024 – Present
Research Group Leader
Max Planck Institute MIS (mpi.mis.de)
2018 – Present
Associate Professor
UCLA (math.ucla.edu)
2022 – 2024
Assistant Professor
UCLA (math.ucla.edu)
2017 – 2022
Postdoc
Max Planck Institute MIS (mpi.mis.de)
2013 – 2017
Postdoc
Pennsylvania State University (math.psu.edu)
2012 – 2013
PhD student
Max Planck Institute MIS / Leipzig University (mpi.mis.de)
2009 – 2012
MS student
TU Berlin Theoretical Physics (tu-berlin.de)
2005 – 2008
MS student
TU Berlin Mathematics (tu-berlin.de)
2004 – 2007
Undergrad student
Technische Universität Berlin (tu-berlin.de)
2002 – 2004
Advisors, Relations & Conflicts
PhD Advisor
Nihat Ay
2009 – 2012
Expertise
deep learning theory
Present
exponential families
Present
Boltzmann machines
Present
neural networks
Present
Publications
Co-Authors
- Alex Tong Lin
- Anna Seigal
- Anton Mallasto
- Arthur Gretton
- Asgar Jamneshan
- Augusto Gerolin
- Benjamin Bowman
- Bernd Sturmfels
- Bingxin Zhou
- Cristian Bodnar
- Daniel F. B. Haeufle
- Deanna Needell
- Diaaeldin Taha
- Dohyun Kwon
- Erin George
- Fabrizio Frasca
- Georg Loho
- Hanna Tseran
- Hao Duan
- Hui Jin
- Insoon Yang
- Jakob Nikolas Kather
- James Chapman
- Jason Morton
- Jiayi Li