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Optimal linear estimation under unknown nonlinear transform
Linear regression studies the problem of estimating a model parameter β* ∈ℝ(p), from n observations [Formula: see text] from linear model y(i) = 〈x(i), β*〉 + ε(i). We consider a significant generalization in which the relationship between 〈x(i), β*〉 and y(i) is noisy, quantized to a single bit, pote...
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| Publicado en: | Adv Neural Inf Process Syst |
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| Autores principales: | , , , |
| Formato: | Artigo |
| Lenguaje: | Inglês |
| Publicado: |
2015
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| Materias: | |
| Acceso en línea: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5388070/ https://ncbi.nlm.nih.gov/pubmed/28408793 |
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