FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2600695737> ?p ?o ?g. }

• W2600695737 abstract "We develop an online learning method for prediction, which is important in problems with large and/or streaming data sets. We formulate the learning approach using a covariance-fitting methodology, and show that the resulting predictor has desirable computational and distribution-free properties: It is implemented online with a runtime that scales linearly in the number of samples; has a constant memory requirement; avoids local minima problems; and prunes away redundant feature dimensions without relying on restrictive assumptions on the data distribution. In conjunction with the split conformal approach, it also produces distribution-free prediction confidence intervals in a computationally efficient manner. The method is demonstrated on both real and synthetic datasets." @default.
• W2600695737 created "2017-04-07" @default.
• W2600695737 creator A5007877889 @default.
• W2600695737 creator A5043094282 @default.
• W2600695737 creator A5083090794 @default.
• W2600695737 date "2017-03-15" @default.
• W2600695737 modified "2023-09-25" @default.
• W2600695737 title "Online Learning for Distribution-Free Prediction." @default.
• W2600695737 cites W1496357020 @default.
• W2600695737 cites W1510355813 @default.
• W2600695737 cites W1524392826 @default.
• W2600695737 cites W1553101044 @default.
• W2600695737 cites W1567512734 @default.
• W2600695737 cites W1582550783 @default.
• W2600695737 cites W1986195997 @default.
• W2600695737 cites W1999095746 @default.
• W2600695737 cites W2013448945 @default.
• W2600695737 cites W2019945856 @default.
• W2600695737 cites W2022434169 @default.
• W2600695737 cites W2034829035 @default.
• W2600695737 cites W2040371781 @default.
• W2600695737 cites W2047028564 @default.
• W2600695737 cites W2054877413 @default.
• W2600695737 cites W2061671128 @default.
• W2600695737 cites W2068181924 @default.
• W2600695737 cites W2071168995 @default.
• W2600695737 cites W2074984119 @default.
• W2600695737 cites W2112688502 @default.
• W2600695737 cites W2113325425 @default.
• W2600695737 cites W2115141757 @default.
• W2600695737 cites W2115606304 @default.
• W2600695737 cites W2115671189 @default.
• W2600695737 cites W2122825543 @default.
• W2600695737 cites W2135046866 @default.
• W2600695737 cites W2137226992 @default.
• W2600695737 cites W2152279006 @default.
• W2600695737 cites W2161767008 @default.
• W2600695737 cites W2168464387 @default.
• W2600695737 cites W2171980229 @default.
• W2600695737 cites W2210084516 @default.
• W2600695737 cites W2313383114 @default.
• W2600695737 cites W2544176167 @default.
• W2600695737 cites W2964060211 @default.
• W2600695737 cites W3121832289 @default.
• W2600695737 cites W3140968660 @default.
• W2600695737 cites W3215037115 @default.
• W2600695737 hasPublicationYear "2017" @default.
• W2600695737 type Work @default.
• W2600695737 sameAs 2600695737 @default.
• W2600695737 citedByCount "3" @default.
• W2600695737 countsByYear W26006957372017 @default.
• W2600695737 countsByYear W26006957372018 @default.
• W2600695737 countsByYear W26006957372019 @default.
• W2600695737 crossrefType "posted-content" @default.
• W2600695737 hasAuthorship W2600695737A5007877889 @default.
• W2600695737 hasAuthorship W2600695737A5043094282 @default.
• W2600695737 hasAuthorship W2600695737A5083090794 @default.
• W2600695737 hasConcept C105795698 @default.
• W2600695737 hasConcept C110121322 @default.
• W2600695737 hasConcept C11413529 @default.
• W2600695737 hasConcept C119857082 @default.
• W2600695737 hasConcept C124101348 @default.
• W2600695737 hasConcept C134306372 @default.
• W2600695737 hasConcept C136764020 @default.
• W2600695737 hasConcept C138885662 @default.
• W2600695737 hasConcept C154945302 @default.
• W2600695737 hasConcept C178650346 @default.
• W2600695737 hasConcept C186633575 @default.
• W2600695737 hasConcept C199360897 @default.
• W2600695737 hasConcept C2776401178 @default.
• W2600695737 hasConcept C2777027219 @default.
• W2600695737 hasConcept C2777611316 @default.
• W2600695737 hasConcept C2986087404 @default.
• W2600695737 hasConcept C33923547 @default.
• W2600695737 hasConcept C41008148 @default.
• W2600695737 hasConcept C41895202 @default.
• W2600695737 hasConcept C98214594 @default.
• W2600695737 hasConceptScore W2600695737C105795698 @default.
• W2600695737 hasConceptScore W2600695737C110121322 @default.
• W2600695737 hasConceptScore W2600695737C11413529 @default.
• W2600695737 hasConceptScore W2600695737C119857082 @default.
• W2600695737 hasConceptScore W2600695737C124101348 @default.
• W2600695737 hasConceptScore W2600695737C134306372 @default.
• W2600695737 hasConceptScore W2600695737C136764020 @default.
• W2600695737 hasConceptScore W2600695737C138885662 @default.
• W2600695737 hasConceptScore W2600695737C154945302 @default.
• W2600695737 hasConceptScore W2600695737C178650346 @default.
• W2600695737 hasConceptScore W2600695737C186633575 @default.
• W2600695737 hasConceptScore W2600695737C199360897 @default.
• W2600695737 hasConceptScore W2600695737C2776401178 @default.
• W2600695737 hasConceptScore W2600695737C2777027219 @default.
• W2600695737 hasConceptScore W2600695737C2777611316 @default.
• W2600695737 hasConceptScore W2600695737C2986087404 @default.
• W2600695737 hasConceptScore W2600695737C33923547 @default.
• W2600695737 hasConceptScore W2600695737C41008148 @default.
• W2600695737 hasConceptScore W2600695737C41895202 @default.
• W2600695737 hasConceptScore W2600695737C98214594 @default.
• W2600695737 hasLocation W26006957371 @default.
• W2600695737 hasOpenAccess W2600695737 @default.
• W2600695737 hasPrimaryLocation W26006957371 @default.

• next