Matthew Olson

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 5

Top Topics

Ensemble Methods

Boosting Algorithms

Small Data Sets

Top Venues

J. Mach. Learn. Res.

Publications

Auranuch Lorsakul, Jim Martin, Terry Landowski, Erika Walker, Mike Flores, June Clements, Matthew Olson, Gianni Ferreri
Synthetic Singleplex-Image Generation in Multiplex-Brightfield Immunohistochemistry Digital Pathology Using Deep Generative Models. SASHIMI@MICCAI (2023)
Matthew Olson, Abraham J. Wyner, Richard Berk
Modern Neural Networks Generalize on Small Data Sets. NeurIPS (2018)
Matthew Olson, Abraham J. Wyner
Making Sense of Random Forest Probabilities: a Kernel Perspective. CoRR (2018)
Abraham J. Wyner, Matthew Olson, Justin Bleich, David Mease
Explaining the Success of AdaBoost and Random Forests as Interpolating Classifiers. J. Mach. Learn. Res. 18 (2017)
Abraham J. Wyner, Matthew Olson, Justin Bleich, David Mease
Explaining the Success of AdaBoost and Random Forests as Interpolating Classifiers. CoRR (2015)
Matthew Olson, Ken Christensen, Sanghak Lee, Jungmee Yun
Hybrid web server: Traffic analysis and prototype. LCN (2011)