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12/13/2021
Real-Time Estimation of COVID-19 Infections via Deconvolution and Sensor Fusion
We propose, implement, and evaluate a method to estimate the daily numbe...
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07/13/2021
A Penalized Shared-parameter Algorithm for Estimating Optimal Dynamic Treatment Regimens
A dynamic treatment regimen (DTR) is a set of decision rules to personal...
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05/27/2019
Kalman Filter, Sensor Fusion, and Constrained Regression: Equivalences and Insights
The Kalman filter (KF) is one of the most widely used tools for data ass...
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06/16/2016
Sampling Method for Fast Training of Support Vector Data Description
Support Vector Data Description (SVDD) is a popular outlier detection te...
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02/17/2016