Thomas Dietterich

Emeritus, School of EECS, Oregon State University
Joined
January 2018

Names

Thomas Dietterich (Preferred)
Thomas G Dietterich
Tom Dietterich
Thomas G. Dietterich
Thomas Glen Dietterich
Thomas Glenn Dietterich

Emails

****@cs.orst.edu (Confirmed)
****@oregonstate.edu (Confirmed)

Personal Links

Career & Education History

Emeritus
School of EECS, Oregon State University (oregonstate.edu)
2016Present
Full Professor
School of EECS, Oregon State University (oregonstate.edu)
19852016

Advisors, Relations & Conflicts

PhD Advisor
Bruce Buchanan
Present
Coauthor
20212023
Coauthor
20192022
PhD Advisee
Si Liu
20162020
Coauthor
Debashis Mondal
20162020
Coauthor
20172019
Advisee
20122017
PhD Advisee
20102017
PhD Advisee
20102017
PhD Advisee
20102016
Postdoc Advisee
20102015
Postdoc Advisee
20122014
Postdoc Advisee
Selina Chu
20112013
Postdoc Advisee
Michael Shindler
20112012
Postdoc Advisee
20102012
Coauthor
20082012
Postdoc Advisee
20072012
Postdoc Advisee
Soumya Ray
20062008
Postdoc Advisee
Simone Stumpf
20042007
PhD Advisee
19952001

Expertise

uncertainty quantification in classification
calibration
prediction intervals
conformal prediction
20182023
reinforcement learning with exogenous state variables
20172023
robust ai
20172023
anomaly detection
out of distribution detection
20102023
machine learning for biological conservation
machine learning for ecosystem management
computational sustainability
20082023
data quality control for sensor networks
20072023
philosophical foundations of machine learning
19862023
machine learning for intelligent user interfaces
20032012
fine-grained object recognition in computer vision
20042010
hierarchical reinforcement learning
19982002
reinforcement learning applications
19952002
ensemble methods in machine learning
19962001
error-correcting output codes
19952000
multiple-instance learning
19911998

Publications

View all 236 publications

Co-Authors