Matches in SemOpenAlex for { <https://semopenalex.org/work/W2890291628> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W2890291628 endingPage "8843" @default.
- W2890291628 startingPage "8834" @default.
- W2890291628 abstract "Estimating properties of discrete distributions is a fundamental problem in statistical learning. We design the first unified, linear-time, competitive, property estimator that for a wide class of properties and for all underlying distributions uses just 2n samples to achieve the performance attained by the empirical estimator with nsqrt{log n} samples. This provides off-the-shelf, distribution-independent, ``amplification'' of the amount of data available relative to common-practice estimators. We illustrate the estimator's practical advantages by comparing it to existing estimators for a wide variety of properties and distributions. In most cases, its performance with n samples is even as good as that of the empirical estimator with nlog n samples, and for essentially all properties, its performance is comparable to that of the best existing estimator designed specifically for that property." @default.
- W2890291628 created "2018-09-27" @default.
- W2890291628 creator A5012034611 @default.
- W2890291628 creator A5022543590 @default.
- W2890291628 creator A5060314180 @default.
- W2890291628 creator A5085885345 @default.
- W2890291628 date "2018-01-01" @default.
- W2890291628 modified "2023-09-24" @default.
- W2890291628 title "Data Amplification: A Unified and Competitive Approach to Property Estimation" @default.
- W2890291628 hasPublicationYear "2018" @default.
- W2890291628 type Work @default.
- W2890291628 sameAs 2890291628 @default.
- W2890291628 citedByCount "8" @default.
- W2890291628 countsByYear W28902916282019 @default.
- W2890291628 countsByYear W28902916282020 @default.
- W2890291628 crossrefType "proceedings-article" @default.
- W2890291628 hasAuthorship W2890291628A5012034611 @default.
- W2890291628 hasAuthorship W2890291628A5022543590 @default.
- W2890291628 hasAuthorship W2890291628A5060314180 @default.
- W2890291628 hasAuthorship W2890291628A5085885345 @default.
- W2890291628 hasConcept C105795698 @default.
- W2890291628 hasConcept C110121322 @default.
- W2890291628 hasConcept C111472728 @default.
- W2890291628 hasConcept C126255220 @default.
- W2890291628 hasConcept C134306372 @default.
- W2890291628 hasConcept C138885662 @default.
- W2890291628 hasConcept C154945302 @default.
- W2890291628 hasConcept C165646398 @default.
- W2890291628 hasConcept C17648541 @default.
- W2890291628 hasConcept C185429906 @default.
- W2890291628 hasConcept C189950617 @default.
- W2890291628 hasConcept C2777212361 @default.
- W2890291628 hasConcept C28826006 @default.
- W2890291628 hasConcept C33923547 @default.
- W2890291628 hasConcept C35594927 @default.
- W2890291628 hasConcept C41008148 @default.
- W2890291628 hasConcept C98385598 @default.
- W2890291628 hasConceptScore W2890291628C105795698 @default.
- W2890291628 hasConceptScore W2890291628C110121322 @default.
- W2890291628 hasConceptScore W2890291628C111472728 @default.
- W2890291628 hasConceptScore W2890291628C126255220 @default.
- W2890291628 hasConceptScore W2890291628C134306372 @default.
- W2890291628 hasConceptScore W2890291628C138885662 @default.
- W2890291628 hasConceptScore W2890291628C154945302 @default.
- W2890291628 hasConceptScore W2890291628C165646398 @default.
- W2890291628 hasConceptScore W2890291628C17648541 @default.
- W2890291628 hasConceptScore W2890291628C185429906 @default.
- W2890291628 hasConceptScore W2890291628C189950617 @default.
- W2890291628 hasConceptScore W2890291628C2777212361 @default.
- W2890291628 hasConceptScore W2890291628C28826006 @default.
- W2890291628 hasConceptScore W2890291628C33923547 @default.
- W2890291628 hasConceptScore W2890291628C35594927 @default.
- W2890291628 hasConceptScore W2890291628C41008148 @default.
- W2890291628 hasConceptScore W2890291628C98385598 @default.
- W2890291628 hasLocation W28902916281 @default.
- W2890291628 hasOpenAccess W2890291628 @default.
- W2890291628 hasPrimaryLocation W28902916281 @default.
- W2890291628 hasRelatedWork W1505841882 @default.
- W2890291628 hasRelatedWork W1873671735 @default.
- W2890291628 hasRelatedWork W1989151402 @default.
- W2890291628 hasRelatedWork W2045740840 @default.
- W2890291628 hasRelatedWork W2114771311 @default.
- W2890291628 hasRelatedWork W2124055802 @default.
- W2890291628 hasRelatedWork W2127090196 @default.
- W2890291628 hasRelatedWork W2135222049 @default.
- W2890291628 hasRelatedWork W2339457533 @default.
- W2890291628 hasRelatedWork W2554091414 @default.
- W2890291628 hasRelatedWork W2741294026 @default.
- W2890291628 hasRelatedWork W2774039628 @default.
- W2890291628 hasRelatedWork W2901752720 @default.
- W2890291628 hasRelatedWork W2920524057 @default.
- W2890291628 hasRelatedWork W2950526559 @default.
- W2890291628 hasRelatedWork W2962680664 @default.
- W2890291628 hasRelatedWork W2963017284 @default.
- W2890291628 hasRelatedWork W2963482694 @default.
- W2890291628 hasRelatedWork W2963608890 @default.
- W2890291628 hasRelatedWork W2995908941 @default.
- W2890291628 hasVolume "31" @default.
- W2890291628 isParatext "false" @default.
- W2890291628 isRetracted "false" @default.
- W2890291628 magId "2890291628" @default.
- W2890291628 workType "article" @default.