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08/18/2023
On Block Cholesky Decomposition for Sparse Inverse Covariance Estimation
The modified Cholesky decomposition is popular for inverse covariance es...
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10/10/2022
Bayesian Sparse Regression for Mixed Multi-Responses with Application to Runtime Metrics Prediction in Fog Manufacturing
Fog manufacturing can greatly enhance traditional manufacturing systems ...
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02/18/2021
A Generative Approach to Joint Modeling of Quantitative and Qualitative Responses
In many scientific areas, data with quantitative and qualitative (QQ) re...
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08/14/2020
Bayesian Auxiliary Variable Model for Birth Records Data with Qualitative and Quantitative Responses
Many applications involve data with qualitative and quantitative respons...
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04/04/2020
Multivariate Regression of Mixed Responses for Evaluation of Visualization Designs
Information visualization significantly enhances human perception by gra...
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01/01/2018
Ensemble Estimation of Large Sparse Covariance Matrix Based on Modified Cholesky Decomposition
Estimation of large sparse covariance matrices is of great importance fo...
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10/14/2017