Structured Local Optima in Sparse Blind Deconvolution

Yuqian Zhang, Han-Wen Kuo, John Wright

Blind deconvolution is a ubiquitous problem of recovering two unknown signals from their convolution. Unfortunately, this is an ill-posed problem in general. This paper focuses on…