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12/09/2021
Differentially Private Ensemble Classifiers for Data Streams
Learning from continuous data streams via classification/regression is p...
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10/04/2019
Differentially Private Survival Function Estimation
Survival function estimation is used in many disciplines, but it is most...
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02/12/2018
Recovering Loss to Followup Information Using Denoising Autoencoders
Loss to followup is a significant issue in healthcare and has serious co...
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05/08/2017
Multiple Imputation Using Deep Denoising Autoencoders
Missing data is a well-recognized problem impacting all domains. State-o...
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05/05/2017
Detecting Adversarial Samples Using Density Ratio Estimates
Machine learning models, especially based on deep architectures are used...
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09/29/2016
Classifier comparison using precision
New proposed models are often compared to state-of-the-art using statist...
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08/16/2016