3 problems
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Donoho et al.'s conjecture on TV denoising and the phase transition of total variation minimization
Let denote the total variation minimization recovery problem discussed in the paper, and let the asymptotic minimax mean square error (MSE) of a TV denoiser a…
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Proportional recoverable sparsity conjecture for multidimensional total variation minimization
Proportional recoverable sparsity conjecture. For multidimensional signals, when the number of measurements is proportional to , the recoverable sparsity of the gradient suppo…
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Conjecture that non-component measurements are artifacts of the proof
The paper considers a total variation minimization recovery theorem whose measurements are divided among component operators, including the component operator . Measureme…