Thomas Dietterich

Oregon State University

Names

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

Emails

****@cs.orst.edu
,
****@oregonstate.edu

Education & Career History

Emeritus
Oregon State University (oregonstate.edu)
2016Present
 
Full Professor
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