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06/29/2023
Prediction of COVID-19 Patients' Emergency Room Revisit using Multi-Source Transfer Learning
The coronavirus disease 2019 (COVID-19) has led to a global pandemic of ...
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08/17/2022
Sampling Through the Lens of Sequential Decision Making
Sampling is ubiquitous in machine learning methodologies. Due to the gro...
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08/11/2022
An Accelerated Doubly Stochastic Gradient Method with Faster Explicit Model Identification
Sparsity regularized loss minimization problems play an important role i...
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04/23/2022
Distributed Dynamic Safe Screening Algorithms for Sparse Regularization
Distributed optimization has been widely used as one of the most efficie...
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06/29/2020