Matches in SemOpenAlex for { <https://semopenalex.org/work/W1775241390> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W1775241390 abstract "This manuscript studies statistical properties of linear classifiers obtained through minimization of an unregularized convex risk over a finite sample. Although the results are explicitly finite-dimensional, inputs may be passed through feature maps; in this way, in addition to treating the consistency of logistic regression, this analysis also handles boosting over a finite weak learning class with, for instance, the exponential, logistic, and hinge losses. In this finite-dimensional setting, it is still possible to fit arbitrary decision boundaries: scaling the complexity of the weak learning class with the sample size leads to the optimal classification risk almost surely." @default.
- W1775241390 created "2016-06-24" @default.
- W1775241390 creator A5075366851 @default.
- W1775241390 date "2012-06-14" @default.
- W1775241390 modified "2023-09-27" @default.
- W1775241390 title "Statistical Consistency of Finite-dimensional Unregularized Linear Classification" @default.
- W1775241390 cites W1582706191 @default.
- W1775241390 cites W158602137 @default.
- W1775241390 cites W1988790447 @default.
- W1775241390 cites W2023163512 @default.
- W1775241390 cites W2024046085 @default.
- W1775241390 cites W2063768475 @default.
- W1775241390 cites W2103496339 @default.
- W1775241390 cites W2114605231 @default.
- W1775241390 cites W2128808713 @default.
- W1775241390 cites W2160403361 @default.
- W1775241390 cites W2163150561 @default.
- W1775241390 cites W2963002936 @default.
- W1775241390 cites W3038830718 @default.
- W1775241390 cites W3141595720 @default.
- W1775241390 cites W996830848 @default.
- W1775241390 hasPublicationYear "2012" @default.
- W1775241390 type Work @default.
- W1775241390 sameAs 1775241390 @default.
- W1775241390 citedByCount "0" @default.
- W1775241390 crossrefType "posted-content" @default.
- W1775241390 hasAuthorship W1775241390A5075366851 @default.
- W1775241390 hasConcept C105795698 @default.
- W1775241390 hasConcept C112680207 @default.
- W1775241390 hasConcept C118615104 @default.
- W1775241390 hasConcept C126255220 @default.
- W1775241390 hasConcept C134306372 @default.
- W1775241390 hasConcept C147764199 @default.
- W1775241390 hasConcept C151956035 @default.
- W1775241390 hasConcept C154945302 @default.
- W1775241390 hasConcept C162392398 @default.
- W1775241390 hasConcept C2524010 @default.
- W1775241390 hasConcept C2776436953 @default.
- W1775241390 hasConcept C2777212361 @default.
- W1775241390 hasConcept C28826006 @default.
- W1775241390 hasConcept C33923547 @default.
- W1775241390 hasConcept C41008148 @default.
- W1775241390 hasConcept C46686674 @default.
- W1775241390 hasConcept C99844830 @default.
- W1775241390 hasConceptScore W1775241390C105795698 @default.
- W1775241390 hasConceptScore W1775241390C112680207 @default.
- W1775241390 hasConceptScore W1775241390C118615104 @default.
- W1775241390 hasConceptScore W1775241390C126255220 @default.
- W1775241390 hasConceptScore W1775241390C134306372 @default.
- W1775241390 hasConceptScore W1775241390C147764199 @default.
- W1775241390 hasConceptScore W1775241390C151956035 @default.
- W1775241390 hasConceptScore W1775241390C154945302 @default.
- W1775241390 hasConceptScore W1775241390C162392398 @default.
- W1775241390 hasConceptScore W1775241390C2524010 @default.
- W1775241390 hasConceptScore W1775241390C2776436953 @default.
- W1775241390 hasConceptScore W1775241390C2777212361 @default.
- W1775241390 hasConceptScore W1775241390C28826006 @default.
- W1775241390 hasConceptScore W1775241390C33923547 @default.
- W1775241390 hasConceptScore W1775241390C41008148 @default.
- W1775241390 hasConceptScore W1775241390C46686674 @default.
- W1775241390 hasConceptScore W1775241390C99844830 @default.
- W1775241390 hasLocation W17752413901 @default.
- W1775241390 hasOpenAccess W1775241390 @default.
- W1775241390 hasPrimaryLocation W17752413901 @default.
- W1775241390 hasRelatedWork W1589987009 @default.
- W1775241390 hasRelatedWork W2151825876 @default.
- W1775241390 hasRelatedWork W2216920786 @default.
- W1775241390 hasRelatedWork W2504832420 @default.
- W1775241390 hasRelatedWork W2771584409 @default.
- W1775241390 hasRelatedWork W2791525460 @default.
- W1775241390 hasRelatedWork W2809642840 @default.
- W1775241390 hasRelatedWork W2890359382 @default.
- W1775241390 hasRelatedWork W2890661317 @default.
- W1775241390 hasRelatedWork W2921349977 @default.
- W1775241390 hasRelatedWork W2943866821 @default.
- W1775241390 hasRelatedWork W2949129652 @default.
- W1775241390 hasRelatedWork W2953297413 @default.
- W1775241390 hasRelatedWork W2970455294 @default.
- W1775241390 hasRelatedWork W2996279083 @default.
- W1775241390 hasRelatedWork W3041132117 @default.
- W1775241390 hasRelatedWork W3046648100 @default.
- W1775241390 hasRelatedWork W3080798806 @default.
- W1775241390 hasRelatedWork W3101248422 @default.
- W1775241390 hasRelatedWork W2804098832 @default.
- W1775241390 isParatext "false" @default.
- W1775241390 isRetracted "false" @default.
- W1775241390 magId "1775241390" @default.
- W1775241390 workType "article" @default.