Minimax Optimal Convex Methods for Poisson Inverse Problems Under <inline-formula> <tex-math notation="LaTeX">$\ell_{q}$ </tex-math> </inline-formula>-Ball Sparsity

DOI10.1109/TIT.2018.2850365zbMath1401.90260arXiv1604.08943OpenAlexW2963453778MaRDI QIDQ4682857

Garvesh Raskutti, Yu'an Li

Publication date: 19 September 2018

Published in: IEEE Transactions on Information Theory (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1604.08943

Mathematics Subject Classification ID

Ridge regression; shrinkage estimators (Lasso) (62J07) Parametric inference under constraints (62F30) Minimax problems in mathematical programming (90C47) Programming in abstract spaces (90C48) Signal theory (characterization, reconstruction, filtering, etc.) (94A12)

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