Stephan Mandt (Preferred)
Stephan M Mandt
Stephan Mandt
Associate Professor, CS, University of California, Irvine
Joined
September 2018
Names
,
Emails
****@disneyresearch.com (Confirmed)
****@gmail.com (Confirmed)
****@uci.edu (Confirmed)
Personal Links
Career & Education History
Associate Professor
CS, University of California, Irvine (uci.edu)
2022 – Present
Assistant Professor
CS, University of California, Irvine (uci.edu)
2018 – 2022
Researcher
Disney Research, Disney (disneyresearch.com)
2016 – 2018
Postdoc
CS, Columbia University (columbia.edu)
2014 – 2016
Postdoc
CS/Physics, Princeton University (princeton.edu)
2012 – 2014
Advisors, Relations & Conflicts
Expertise
Machine Learning for Climate Science
2020 – Present
Diffusion Models
2020 – Present
Neural Data Compression
2018 – Present
Bayesian Deep Learning
2016 – Present
Deep Generative Models
2016 – Present
Variational Inference
2014 – Present
Approximate Bayesian Inference
2014 – Present
Publications
Co-Authors
- Agustinus Kristiadi
- Akshay Subramaniam
- Alain Ryser
- Alex Boyd
- Alex J. Boyd
- Alex James Boyd
- Alexander Buchholz
- Alexander Immer
- Aliaksandr Hubin
- Andrea Agostini
- Andrea Jenney
- Andrea M. Jenney
- Andreas Krause
- Andrew Gordon Wilson
- Andriy Balinskyy
- Anima Anandkumar
- Animashree Anandkumar
- Aniruddha Kembhavi
- Anji Liu
- Antonios Alexos
- Aodong Li
- Aparna Muraleedharan
- Arash Vahdat
- Arjun Nair
- Asja Fischer