Matthew Olson

Explaining the success of adaboost and random forests as interpolating classifiers

Abraham J. Wyner, Matthew Olson, Justin Bleich et al. · Journal of Machine Learning Research · 2017 · 222 citations

Artificial Intelligence, Engineering, Machine Learning +20

Modern Neural Networks Generalize on Small Data Sets

Matthew Olson, Abraham J. Wyner, Richard A. Berk · Neural Information Processing Systems · 2018 · 111 citations

Artificial Intelligence, Small Data Sets, Convolutional Neural Network +19

Nonmalignant Breast Lesions: ADCs of Benign and High-Risk Subtypes Assessed as False-Positive at Dynamic Enhanced MR Imaging

Sana Parsian, Habib Rahbar, Kimberly H. Allison et al. · Radiology · 2012 · 84 citations · Full text

Explaining the Success of AdaBoost and Random Forests as Interpolating Classifiers

Abraham J. Wyner, Matthew Olson, Justin Bleich et al. · arXiv (Cornell University) · 2015 · 59 citations · Full text

Mental Models of Mere Mortals with Explanations of Reinforcement Learning

A. W. Anderson, Jonathan Dodge, Amrita Sadarangani et al. · ACM Transactions on Interactive Intelligent Systems · 2020 · 59 citations

Artificial Intelligence, Agent Decision-making, Education +24