23 citations · 27 across the 3 of their papers we have counts for
3 papers
astro-ph.EP2026
AESTRA II: Generative Spectral Modeling of the Sun as a Star for Precise Radial Velocities
Yan Liang, Joshua N. Winn, Peter Melchior +2
The detection of Earth analogs with extreme-precision radial velocities (EPRVs) is limited by spectral variability from stellar activity, telluric absorption, and instrumental syst…
astro-ph.IM2023★ 23 cited
Autoencoding Galaxy Spectra II: Redshift Invariance and Outlier Detection
Yan Liang, Peter Melchior, Sicong Lu +2
We present an unsupervised outlier detection method for galaxy spectra based on the spectrum autoencoder architecture spender, which reliably captures spectral features and provide…
quant-ph2018★ 4 cited
Quantum Circuit Design for Training Perceptron Models
Yu Zheng, Sicong Lu, Re-Bing Wu
Perceptron model is a fundamental linear classifier in machine learning and also the building block of artificial neural networks. Recently, Wiebe et al. (arXiv:1602.04799) propose…