Abstract: We study the statistical decision process of detecting the low-rank signal from various signal-plus-noise type data matrices, known as the spiked random matrix models. We first show that the ...

I’ve suffered with hearing problems in one ear for years. I’ve found that holding my nose and blowing improves the issue temporarily. So too does the steam in the shower. What could be the problem?

These healthy tuna patties are high in protein, easy to make, and seriously budget-friendly. They’re perfect when you want a filling meal that doesn’t cost much or take forever. Crisp on the outside, ...

In this work, we extend diffusion solvers to efficiently handle general noisy (non)linear inverse problems via the approximation of the posterior sampling. Interestingly, the resulting posterior ...

Abstract: The performance of data-driven fault diagnosis methods is often impeded by irrelevant and redundant information in high-dimensional data. To address this issue, this article proposes a fault ...