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A Screening Rule for ℓ(1)-Regularized Ising Model Estimation
We discover a screening rule for ℓ(1)-regularized Ising model estimation. The simple closed-form screening rule is a necessary and sufficient condition for exactly recovering the blockwise structure of a solution under any given regularization parameters. With enough sparsity, the screening rule can...
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| Pubblicato in: | Adv Neural Inf Process Syst |
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| Autori principali: | , , |
| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
2017
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| Soggetti: | |
| Accesso online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6030690/ https://ncbi.nlm.nih.gov/pubmed/29983538 |
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