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Uncertainty Quantification in Ensembles of Honest Regression Trees using Generalized Fiducial Inference

Nov 14, 2019
Suofei Wu, Jan Hannig, Thomas C. M. Lee


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Measuring the Algorithmic Convergence of Randomized Ensembles: The Regression Setting

Aug 04, 2019
Miles E. Lopes, Suofei Wu, Thomas C. M. Lee

* 36 pages 

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Optimal Transport Classifier: Defending Against Adversarial Attacks by Regularized Deep Embedding

Dec 09, 2018
Yao Li, Martin Renqiang Min, Wenchao Yu, Cho-Jui Hsieh, Thomas C. M. Lee, Erik Kruus

* 9 pages 

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Block-wise Partitioning for Extreme Multi-label Classification

Nov 04, 2018
Yuefeng Liang, Cho-Jui Hsieh, Thomas C. M. Lee


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Matrix Completion with Noisy Entries and Outliers

Dec 27, 2017
Raymond K. W. Wong, Thomas C. M. Lee

* 33 pages, 2 figures 

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