Global Geometry of Multichannel Sparse Blind Deconvolution on the Sphere

Yanjun Li, Yoram Bresler

Feb-14-2026, 12:07:09 GMT–Neural Information Processing Systems

Our nonconvex optimization formulation solves for a filter h on the unit sphere that produces sparse outputyi ~h.

artificial intelligence, deconvolution, machine learning, (15 more...)

Neural Information Processing Systems

Feb-14-2026, 12:07:09 GMT

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Global Geometry of Multichannel Sparse Blind Deconvolution on the Sphere
Global Geometry of Multichannel Sparse Blind Deconvolution on the Sphere

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