Tyler M. Tomita

Affiliations:
  • Johns Hopkins University, Institute for Computational Medicine,, Baltimore, MD, USA


According to our database1, Tyler M. Tomita authored at least 9 papers between 2015 and 2023.

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Bibliography

2023
Manifold Oblique Random Forests: Towards Closing the Gap on Convolutional Deep Networks.
SIAM J. Math. Data Sci., March, 2023

2022
Prospective Learning: Back to the Future.
CoRR, 2022

2020
Sparse Projection Oblique Randomer Forests.
J. Mach. Learn. Res., 2020

Robust Similarity and Distance Learning via Decision Forests.
CoRR, 2020

2019
Manifold Forests: Closing the Gap on Neural Networks.
CoRR, 2019

Forest Packing: Fast Parallel, Decision Forests.
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

2017
A novel approach for selecting combination clinical markers of pathology applied to a large retrospective cohort of surgically resected pancreatic cysts.
J. Am. Medical Informatics Assoc., 2017

ROFLMAO: Robust Oblique Forests with Linear MAtrix Operations.
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

2015
Randomer Forests.
CoRR, 2015


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