WebCalifornia Institute of Technology Updated October 2024. Contents 3 Foundations II: Measurement and Evolution 4 3.1 Orthogonal measurement and beyond 4 3.1.1 Orthogonal Measurements 4 3.1.2 Generalized measurements 8 3.2 Quantum channels 11 3.2.1 The operator-sum representation 11 Web1-magic : Recovery of Sparse Signals via Convex Programming Emmanuel Cand`es and Justin Romberg, Caltech October 2005 1 Seven problems A recent series of papers [3–8] develops a theory of signal recovery from highly incomplete information. The central results state that a sparse vector x 0 ∈ RN can be recovered from a
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