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LMPDNet: TOF-PET list-mode image reconstruction using model-based deep learning method
Additionally, we compare the spatial and temporal consumption of list-mode data and sinogram data in model-based deep learning methods, demonstrating the superiority of list-mode data in model-based TOF-PET reconstruction.
Federated Coordinate Descent for Privacy-Preserving Multiparty Linear Regression
We show that the FCD scheme fills the gap of multiparty secure Coordinate Descent methods and is applicable for general linear regressions, including linear, ridge and lasso regressions.
Wealth Effect on Portfolio Allocation in Incomplete Markets
We develop a novel five-component decomposition of optimal dynamic portfolio choice, which reveals the simultaneous impacts from market incompleteness and wealth-dependent utilities.
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