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09/14/2023
Spectrum-Aware Adjustment: A New Debiasing Framework with Applications to Principal Components Regression
We introduce a new debiasing framework for high-dimensional linear regre...
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05/16/2023
Balancing Risk and Reward: An Automated Phased Release Strategy
Phased releases are a common strategy in the technology industry for gra...
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12/20/2022
Random linear estimation with rotationally-invariant designs: Asymptotics at high temperature
We study estimation in the linear model y=Aβ^⋆+ϵ, in a Bayesian setting ...
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08/31/2022
Automatic Identification of Coal and Rock/Gangue Based on DenseNet and Gaussian Process
To improve the purity of coal and prevent damage to the coal mining mach...
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04/06/2022
Modeling Temporal-Modal Entity Graph for Procedural Multimodal Machine Comprehension
Procedural Multimodal Documents (PMDs) organize textual instructions and...
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02/23/2022
Multi-scale Sparse Representation-Based Shadow Inpainting for Retinal OCT Images
Inpainting shadowed regions cast by superficial blood vessels in retinal...
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02/10/2021
Culture-inspired Multi-modal Color Palette Generation and Colorization: A Chinese Youth Subculture Case
Color is an essential component of graphic design, acting not only as a ...
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09/23/2019
Improve Orthogonal GARCH with Hidden Markov Model
Orthogonal Generalized Autoregressive Conditional Heteroskedasticity mod...
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08/30/2018