Thomas G. Dietterich

Approximate Statistical Tests for Comparing Supervised Classification Learning Algorithms

Thomas G. Dietterich · Neural Computation · 1998 · 3.5K citations

Approximate Statistical Tests, Engineering, Machine Learning +19

An Experimental Comparison of Three Methods for Constructing Ensembles of Decision Trees: Bagging, Boosting, and Randomization

Thomas G. Dietterich · Machine Learning · 2000 · 2.9K citations · Full text

Engineering, Machine Learning, Data Science +12

Solving the multiple instance problem with axis-parallel rectangles

Thomas G. Dietterich, Richard H. Lathrop, Tomás Lozano‐Pérez · Artificial Intelligence · 1997 · 2.8K citations

Mathematical Programming, Instance-based Learning, Multiple Instance Learning +11

Proceedings of the 13th International Conference on Neural Information Processing Systems

Todd K. Leen, Thomas G. Dietterich, Volker Tresp · 2000 · 2.2K citations

Intelligent Information Processing, Engineering, Machine Learning +7

Benchmarking Neural Network Robustness to Common Corruptions and\n Perturbations

Dan Hendrycks, Thomas G. Dietterich · arXiv (Cornell University) · 2019 · 783 citations · Full text