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08/04/2022
Statistical Inference for Streamed Longitudinal Data
Modern longitudinal data, for example from wearable devices, measures bi...
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11/26/2021
Online Causal Inference with Application to Near Real-Time Post-Market Vaccine Safety Surveillance
Streaming data routinely generated by mobile phones, social networks, e-...
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10/29/2021
Parallel-and-stream accelerator for computationally fast supervised learning
Two dominant distributed computing strategies have emerged to overcome t...
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08/10/2021
Statistical Inference in High-dimensional Generalized Linear Models with Streaming Data
In this paper we develop an online statistical inference approach for hi...
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06/30/2021
Real-Time Regression Analysis of Streaming Clustered Data With Possible Abnormal Data Batches
This paper develops an incremental learning algorithm based on quadratic...
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06/10/2021
Online Debiased Lasso
We propose an online debiased lasso (ODL) method for statistical inferen...
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09/03/2020
Learning to Infer User Hidden States for Online Sequential Advertising
To drive purchase in online advertising, it is of the advertiser's great...
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07/12/2020
On Runtime Software Security of TrustZone-M based IoT Devices
Internet of Things (IoT) devices have been increasingly integrated into ...
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04/08/2019