Matches in SemOpenAlex for { <https://semopenalex.org/work/W4299441029> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W4299441029 abstract "The goal of this paper is to contrast and survey the major advances in two of the most commonly used high-dimensional techniques, namely, the Lasso and horseshoe regularization. Lasso is a gold standard for predictor selection while horseshoe is a state-of-the-art Bayesian estimator for sparse signals. Lasso is fast and scalable and uses convex optimization whilst the horseshoe is non-convex. Our novel perspective focuses on three aspects: (i) theoretical optimality in high dimensional inference for the Gaussian sparse model and beyond, (ii) efficiency and scalability of computation and (iii) methodological development and performance." @default.
- W4299441029 created "2022-10-02" @default.
- W4299441029 creator A5032033428 @default.
- W4299441029 creator A5042890818 @default.
- W4299441029 creator A5081284665 @default.
- W4299441029 creator A5086643947 @default.
- W4299441029 date "2017-06-30" @default.
- W4299441029 modified "2023-09-26" @default.
- W4299441029 title "Lasso Meets Horseshoe : A Survey" @default.
- W4299441029 doi "https://doi.org/10.48550/arxiv.1706.10179" @default.
- W4299441029 hasPublicationYear "2017" @default.
- W4299441029 type Work @default.
- W4299441029 citedByCount "0" @default.
- W4299441029 crossrefType "posted-content" @default.
- W4299441029 hasAuthorship W4299441029A5032033428 @default.
- W4299441029 hasAuthorship W4299441029A5042890818 @default.
- W4299441029 hasAuthorship W4299441029A5081284665 @default.
- W4299441029 hasAuthorship W4299441029A5086643947 @default.
- W4299441029 hasBestOaLocation W42994410291 @default.
- W4299441029 hasConcept C105795698 @default.
- W4299441029 hasConcept C107673813 @default.
- W4299441029 hasConcept C11413529 @default.
- W4299441029 hasConcept C119857082 @default.
- W4299441029 hasConcept C126255220 @default.
- W4299441029 hasConcept C136764020 @default.
- W4299441029 hasConcept C154945302 @default.
- W4299441029 hasConcept C160234255 @default.
- W4299441029 hasConcept C185429906 @default.
- W4299441029 hasConcept C199360897 @default.
- W4299441029 hasConcept C2776135515 @default.
- W4299441029 hasConcept C2776214188 @default.
- W4299441029 hasConcept C2778268898 @default.
- W4299441029 hasConcept C33923547 @default.
- W4299441029 hasConcept C37616216 @default.
- W4299441029 hasConcept C41008148 @default.
- W4299441029 hasConcept C45374587 @default.
- W4299441029 hasConcept C48044578 @default.
- W4299441029 hasConcept C77088390 @default.
- W4299441029 hasConceptScore W4299441029C105795698 @default.
- W4299441029 hasConceptScore W4299441029C107673813 @default.
- W4299441029 hasConceptScore W4299441029C11413529 @default.
- W4299441029 hasConceptScore W4299441029C119857082 @default.
- W4299441029 hasConceptScore W4299441029C126255220 @default.
- W4299441029 hasConceptScore W4299441029C136764020 @default.
- W4299441029 hasConceptScore W4299441029C154945302 @default.
- W4299441029 hasConceptScore W4299441029C160234255 @default.
- W4299441029 hasConceptScore W4299441029C185429906 @default.
- W4299441029 hasConceptScore W4299441029C199360897 @default.
- W4299441029 hasConceptScore W4299441029C2776135515 @default.
- W4299441029 hasConceptScore W4299441029C2776214188 @default.
- W4299441029 hasConceptScore W4299441029C2778268898 @default.
- W4299441029 hasConceptScore W4299441029C33923547 @default.
- W4299441029 hasConceptScore W4299441029C37616216 @default.
- W4299441029 hasConceptScore W4299441029C41008148 @default.
- W4299441029 hasConceptScore W4299441029C45374587 @default.
- W4299441029 hasConceptScore W4299441029C48044578 @default.
- W4299441029 hasConceptScore W4299441029C77088390 @default.
- W4299441029 hasLocation W42994410291 @default.
- W4299441029 hasLocation W42994410292 @default.
- W4299441029 hasOpenAccess W4299441029 @default.
- W4299441029 hasPrimaryLocation W42994410291 @default.
- W4299441029 hasRelatedWork W2375463041 @default.
- W4299441029 hasRelatedWork W2753218748 @default.
- W4299441029 hasRelatedWork W2774409638 @default.
- W4299441029 hasRelatedWork W3029748970 @default.
- W4299441029 hasRelatedWork W3129804828 @default.
- W4299441029 hasRelatedWork W3174196512 @default.
- W4299441029 hasRelatedWork W4226017141 @default.
- W4299441029 hasRelatedWork W4283697347 @default.
- W4299441029 hasRelatedWork W4306384895 @default.
- W4299441029 hasRelatedWork W4308730858 @default.
- W4299441029 isParatext "false" @default.
- W4299441029 isRetracted "false" @default.
- W4299441029 workType "article" @default.