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06/12/2023
FIRE: An Optimization Approach for Fast Interpretable Rule Extraction
We present FIRE, Fast Interpretable Rule Extraction, an optimization-bas...
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08/04/2022
A Cooperative Perception Environment for Traffic Operations and Control
Existing data collection methods for traffic operations and control usua...
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07/08/2022
ControlBurn: Nonlinear Feature Selection with Sparse Tree Ensembles
ControlBurn is a Python package to construct feature-sparse tree ensembl...
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05/31/2022
ForestPrune: Compact Depth-Controlled Tree Ensembles
Tree ensembles are versatile supervised learning algorithms that achieve...
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07/01/2021
ControlBurn: Feature Selection by Sparse Forests
Tree ensembles distribute feature importance evenly amongst groups of co...
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11/17/2020
Impact of Accuracy on Model Interpretations
Model interpretations are often used in practice to extract real world i...
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06/28/2020
Offline Handwritten Chinese Text Recognition with Convolutional Neural Networks
Deep learning based methods have been dominating the text recognition ta...
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09/09/2019