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09/21/2022
Neural Generalized Ordinary Differential Equations with Layer-varying Parameters
Deep residual networks (ResNets) have shown state-of-the-art performance...
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08/14/2021
A Bayesian group sequential schema for ordinal endpoints
The ordinal endpoint is prevalent in clinical studies. For example, for ...
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06/26/2021
Hypothesis Testing for Two Sample Comparison of Network Data
Network data is a major object data type that has been widely collected ...
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01/14/2021
Enabling Large Neural Networks on Tiny Microcontrollers with Swapping
Running neural networks (NNs) on microcontroller units (MCUs) is becomin...
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05/23/2020
Mathematical Modeling of Business Reopening when Facing SARS-CoV-2 Pandemic: Protection, Cost and Risk
The sudden onset of the coronavirus (SARS-CoV-2) pandemic has resulted i...
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05/23/2020
A key question to business owners facing SARS-CoV-2 pandemics: When to reopen my business?
The sudden onset of the coronavirus (SARS-CoV-2) pandemic has resulted i...
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01/04/2019
StreamBox-HBM: Stream Analytics on High Bandwidth Hybrid Memory
Stream analytics have an insatiable demand for memory and performance. E...
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03/18/2018
A Robust AUC Maximization Framework with Simultaneous Outlier Detection and Feature Selection for Positive-Unlabeled Classification
The positive-unlabeled (PU) classification is a common scenario in real-...
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07/20/2015