18 citations · 23 across the 6 of their papers we have counts for
6 papers
Vectorized Hankel Lift: A Convex Approach for Blind Super-Resolution of Point Sources
Jinchi Chen, Weiguo Gao, Sihan Mao +1
We consider the problem of resolving point sources from samples at the low end of the spectrum when point spread functions (PSFs) are not known. Assuming that the spectrum…
Exact matrix completion based on low rank Hankel structure in the Fourier domain
Jinchi Chen, Weiguo Gao, Ke Wei
Matrix completion is about recovering a matrix from its partial revealed entries, and it can often be achieved by exploiting the inherent simplicity or low dimensional structure of…
Towards More Usable Dataset Search: From Query Characterization to Snippet Generation
Jinchi Chen, Xiaxia Wang, Gong Cheng +2
Reusing published datasets on the Web is of great interest to researchers and developers. Their data needs may be met by submitting queries to a dataset search engine to retrieve r…
A Framework for Evaluating Snippet Generation for Dataset Search
Xiaxia Wang, Jinchi Chen, Shuxin Li +4
Reusing existing datasets is of considerable significance to researchers and developers. Dataset search engines help a user find relevant datasets for reuse. They can present a sni…
Stable Recovery of Structured Signals From Corrupted Sub-Gaussian Measurements
Jinchi Chen, Yulong Liu
This paper studies the problem of accurately recovering a structured signal from a small number of corrupted sub-Gaussian measurements. We consider three different procedures to re…
Corrupted Sensing with Sub-Gaussian Measurements
Jinchi Chen, Yulong Liu
This paper studies the problem of accurately recovering a structured signal from a small number of corrupted sub-Gaussian measurements. We consider three different procedures to re…