An optimization algorithm for nonsmooth nonconvex constrained optimization problems with upper- C2 objective functions is proposed and analyzed. Upper- C2 is a weakly concave property that exists…
This paper presents a low-cost integrated intrinsic Fabry-Perot interferometer (IFPI) sensor array demodulation algorithm based on local spectral analysis, which exploits multiple local spectra ins…
In this article, we consider the instrumental variable estimation for causal regression parameters with multiple unknown structural changes across subpopulations. We propose a multiple change point…
Dimension reduction is a critical technology for high-dimensional data processing, where Linear Discriminant Analysis (LDA) and its variants are effective supervised methods. However, LDA prefers t…
Origin-destination (OD) demands for a city or a region are essential input to many transportation applications. For a real-world transportation network, the OD demand matrix may present certain qua…
We propose and study the hybrid integration of a 1D photonic crystal (PhC) nanobeam (NB) laser on a SiN x waveguide. With modifications by reduced-PhCs and a tapered beam to the NB laser, this inte…
Fast optical switching (FOS) is the most promising technology for data center networks (DCNs) to meet data rate requirements beyond 800 Gb/s, considering its transparent modulation format, low powe…
Domain adaptation techniques learn transferable knowledge from a source domain to a target domain and train models that generalize well in the target domain. Unfortunately, a majority of the existi…
Using a large sample of unlisted industrial firms in China, we find that a decrease in local governments’ land transfer revenues leads to lower tax avoidance by firms within their jurisdiction. O…
Detecting and localizing objects in the real 3D space, which plays a crucial role in scene understanding, is particularly challenging given only a monocular image due to the geometric information l…