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math.OC2026
Adaptive Dimension Reduction for Overlapping Group Sparsity
Yifan Bai, Clarice Poon, Jingwei Liang
Typical dimension reduction techniques for nonoverlapping sparse optimization involve screening or sieving strategies based on a dual certificate derived from the first-order optim…
math.OC2023
Super-resolved Lasso
Clarice Poon, Gabriel Peyré
Super-resolution of pointwise sources is of utmost importance in various areas of imaging sciences. Specific instances of this problem arise in single molecule fluorescence, spike…