Matches in SemOpenAlex for { <https://semopenalex.org/work/W112809492> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W112809492 abstract "We introduce a linear regression regularization method based on the minimum description length principle, which aims at both sparsification and over-fit avoidance. We begin by building compact prefix free encryption codes for both rational-valued parameters and integer-valued residuals, then build smooth approximations to their code lengths, as to provide an objective function whose minimization provides optimal lossless compression under certain assumptions. We compare the method against the LASSO on simulated datasets proposed by Tibshirani [14], examining generalization and accuracy in sparsity structure recovery." @default.
- W112809492 created "2016-06-24" @default.
- W112809492 creator A5003952232 @default.
- W112809492 creator A5046216801 @default.
- W112809492 date "2011-01-01" @default.
- W112809492 modified "2023-09-25" @default.
- W112809492 title "Compression and Learning in Linear Regression" @default.
- W112809492 cites W1531193245 @default.
- W112809492 cites W2054658115 @default.
- W112809492 cites W2073097300 @default.
- W112809492 cites W2086694237 @default.
- W112809492 cites W2113832384 @default.
- W112809492 cites W2128777897 @default.
- W112809492 cites W2132119275 @default.
- W112809492 cites W2135046866 @default.
- W112809492 cites W2135625884 @default.
- W112809492 cites W2142405592 @default.
- W112809492 cites W2146571341 @default.
- W112809492 cites W2160222246 @default.
- W112809492 cites W4205699531 @default.
- W112809492 doi "https://doi.org/10.1007/978-3-642-21916-0_30" @default.
- W112809492 hasPublicationYear "2011" @default.
- W112809492 type Work @default.
- W112809492 sameAs 112809492 @default.
- W112809492 citedByCount "0" @default.
- W112809492 crossrefType "book-chapter" @default.
- W112809492 hasAuthorship W112809492A5003952232 @default.
- W112809492 hasAuthorship W112809492A5046216801 @default.
- W112809492 hasConcept C11413529 @default.
- W112809492 hasConcept C126255220 @default.
- W112809492 hasConcept C134306372 @default.
- W112809492 hasConcept C154945302 @default.
- W112809492 hasConcept C159985019 @default.
- W112809492 hasConcept C177148314 @default.
- W112809492 hasConcept C177264268 @default.
- W112809492 hasConcept C180016635 @default.
- W112809492 hasConcept C192562407 @default.
- W112809492 hasConcept C199360897 @default.
- W112809492 hasConcept C2776135515 @default.
- W112809492 hasConcept C2776760102 @default.
- W112809492 hasConcept C33923547 @default.
- W112809492 hasConcept C41008148 @default.
- W112809492 hasConcept C78548338 @default.
- W112809492 hasConcept C80444323 @default.
- W112809492 hasConcept C81081738 @default.
- W112809492 hasConceptScore W112809492C11413529 @default.
- W112809492 hasConceptScore W112809492C126255220 @default.
- W112809492 hasConceptScore W112809492C134306372 @default.
- W112809492 hasConceptScore W112809492C154945302 @default.
- W112809492 hasConceptScore W112809492C159985019 @default.
- W112809492 hasConceptScore W112809492C177148314 @default.
- W112809492 hasConceptScore W112809492C177264268 @default.
- W112809492 hasConceptScore W112809492C180016635 @default.
- W112809492 hasConceptScore W112809492C192562407 @default.
- W112809492 hasConceptScore W112809492C199360897 @default.
- W112809492 hasConceptScore W112809492C2776135515 @default.
- W112809492 hasConceptScore W112809492C2776760102 @default.
- W112809492 hasConceptScore W112809492C33923547 @default.
- W112809492 hasConceptScore W112809492C41008148 @default.
- W112809492 hasConceptScore W112809492C78548338 @default.
- W112809492 hasConceptScore W112809492C80444323 @default.
- W112809492 hasConceptScore W112809492C81081738 @default.
- W112809492 hasLocation W1128094921 @default.
- W112809492 hasOpenAccess W112809492 @default.
- W112809492 hasPrimaryLocation W1128094921 @default.
- W112809492 hasRelatedWork W1670282055 @default.
- W112809492 hasRelatedWork W2008701224 @default.
- W112809492 hasRelatedWork W2069259492 @default.
- W112809492 hasRelatedWork W2096908304 @default.
- W112809492 hasRelatedWork W2119028526 @default.
- W112809492 hasRelatedWork W2121968665 @default.
- W112809492 hasRelatedWork W2156781223 @default.
- W112809492 hasRelatedWork W2256376045 @default.
- W112809492 hasRelatedWork W2468349550 @default.
- W112809492 hasRelatedWork W2513611732 @default.
- W112809492 hasRelatedWork W2604980966 @default.
- W112809492 hasRelatedWork W2801503411 @default.
- W112809492 hasRelatedWork W2963662204 @default.
- W112809492 hasRelatedWork W2970170116 @default.
- W112809492 hasRelatedWork W3031861031 @default.
- W112809492 hasRelatedWork W3047845544 @default.
- W112809492 hasRelatedWork W3097608533 @default.
- W112809492 hasRelatedWork W3132756314 @default.
- W112809492 hasRelatedWork W3153008964 @default.
- W112809492 hasRelatedWork W3158542906 @default.
- W112809492 isParatext "false" @default.
- W112809492 isRetracted "false" @default.
- W112809492 magId "112809492" @default.
- W112809492 workType "book-chapter" @default.