Thomas Dietterich (Preferred)
, Thomas G Dietterich
, Tom Dietterich
, Thomas G. Dietterich
, Thomas Glen Dietterich
, Thomas Glenn Dietterich
Thomas Dietterich
Emeritus, School of EECS, Oregon State University
- Joined January 2018
Names
Emails
****@cs.orst.edu (Confirmed)
, ****@oregonstate.edu (Confirmed)
Personal Links
Career & Education History
Emeritus
School of EECS, Oregon State University (oregonstate.edu)
2016 – Present
Full Professor
School of EECS, Oregon State University (oregonstate.edu)
1985 – 2016
Advisors, Relations & Conflicts
PhD Advisor
Bruce Buchanan
Present
PhD Advisee
Si Liu
2016 – 2020
Coauthor
Debashis Mondal
2016 – 2020
Postdoc Advisee
Selina Chu
2011 – 2013
Postdoc Advisee
Michael Shindler
2011 – 2012
Postdoc Advisee
Soumya Ray
2006 – 2008
Postdoc Advisee
Simone Stumpf
2004 – 2007
Expertise
uncertainty quantification in classification, calibration, prediction intervals, conformal prediction
2018 – 2023
reinforcement learning with exogenous state variables
2017 – 2023
robust ai
2017 – 2023
anomaly detection, out of distribution detection
2010 – 2023
machine learning for biological conservation, machine learning for ecosystem management, computational sustainability
2008 – 2023
data quality control for sensor networks
2007 – 2023
philosophical foundations of machine learning
1986 – 2023
machine learning for intelligent user interfaces
2003 – 2012
fine-grained object recognition in computer vision
2004 – 2010
hierarchical reinforcement learning
1998 – 2002
reinforcement learning applications
1995 – 2002
ensemble methods in machine learning
1996 – 2001
error-correcting output codes
1995 – 2000
multiple-instance learning
1991 – 1998