A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution

Qing Qu, Xiao Li, Zhihui Zhu

Neural Information Processing Systems 

We formulate the task as a nonconvex optimization problem over the sphere.