574 citations · 813 across the 18 of their papers we have counts for
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stat.AP2015
Estimation of Kullback-Leibler losses for noisy recovery problems within the exponential family
Charles-Alban Deledalle
We address the question of estimating Kullback-Leibler losses rather than squared losses in recovery problems where the noise is distributed within the exponential family. Inspired…
math.ST2015
On debiasing restoration algorithms: applications to total-variation and nonlocal-means
Charles-Alban Deledalle, Nicolas Papadakis, Joseph Salmon
Bias in image restoration algorithms can hamper further analysis, typically when the intensities have a physical meaning of interest, e.g., in medical imaging. We propose to suppre…