Erik B. Sudderth (Preferred)
Erik Sudderth
Erik B Sudderth
Erik B. Sudderth
Professor, University of California, Irvine
Joined
February 2019
Names
,
,
Emails
****@cs.brown.edu (Confirmed)
****@uci.edu (Confirmed)
Personal Links
Career & Education History
Professor
University of California, Irvine (uci.edu)
2020 – Present
Associate Professor
University of California, Irvine (uci.edu)
2017 – 2020
Associate Professor
Brown University (brown.edu)
2016 – 2016
Assistant Professor
Brown University (brown.edu)
2009 – 2016
Postdoctoral Scholar
University of California Berkeley (berkeley.edu)
2006 – 2009
PhD student
Massachusetts Institute of Technology (mit.edu)
1999 – 2006
Advisors, Relations & Conflicts
Expertise
diffusion generative models
2023 – Present
variational autoencoders
2018 – Present
deep generative models
2018 – Present
Bayesian nonparametrics
2004 – Present
particle filters
2002 – Present
graphical models
1999 – Present
variational inference
1999 – Present
generative models
1999 – Present
belief propagation
1999 – Present
Publications
Co-Authors
- Alan S. Willsky
- Alexander T. Ihler
- Ali Younis
- Anat Levin
- Andrei B. Ungureanu
- Antonio Torralba
- Beata Jarosiewicz
- Benjamin F. Swanson
- Boris Motik
- Brian Milch
- Changhe Yuan
- Charless C. Fowlkes
- Dae Il Kim
- Daeyun Shin
- Daniel Milstein
- Daniele Micheletti
- David M. Blei
- Debora Sujono
- Dehua Cheng
- Deqing Sun
- Dimitris N. Metaxas
- Dmitri A. Dolgov
- Emily B. Fox
- Federica Zoe Ricci
- Finale Doshi-Velez