FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2945702962> ?p ?o ?g. }

• W2945702962 abstract "We propose a remarkably general variance-reduced method suitable for solving regularized empirical risk minimization problems with either a large number of training examples, or a large model dimension, or both. In special cases, our method reduces to several known and previously thought to be unrelated methods, such as {tt SAGA}, {tt LSVRG}, {tt JacSketch}, {tt SEGA} and {tt ISEGA}, and their arbitrary sampling and proximal generalizations. However, we also highlight a large number of new specific algorithms with interesting properties. We provide a single theorem establishing linear convergence of the method under smoothness and quasi strong convexity assumptions. With this theorem we recover best-known and sometimes improved rates for known methods arising in special cases. As a by-product, we provide the first unified method and theory for stochastic gradient and stochastic coordinate descent type methods." @default.
• W2945702962 created "2019-05-29" @default.
• W2945702962 creator A5036598221 @default.
• W2945702962 creator A5089882896 @default.
• W2945702962 date "2019-05-27" @default.
• W2945702962 modified "2023-09-27" @default.
• W2945702962 title "One Method to Rule Them All: Variance Reduction for Data, Parameters and Many New Methods" @default.
• W2945702962 cites W1842094663 @default.
• W2945702962 cites W1939652453 @default.
• W2945702962 cites W2032395696 @default.
• W2945702962 cites W2047152541 @default.
• W2945702962 cites W2072566913 @default.
• W2945702962 cites W2095984592 @default.
• W2945702962 cites W2105875671 @default.
• W2945702962 cites W2106833843 @default.
• W2945702962 cites W2107438106 @default.
• W2945702962 cites W2117686388 @default.
• W2945702962 cites W2135482703 @default.
• W2945702962 cites W2153635508 @default.
• W2945702962 cites W2156779765 @default.
• W2945702962 cites W2162287622 @default.
• W2945702962 cites W2164075197 @default.
• W2945702962 cites W2195435876 @default.
• W2945702962 cites W2295492468 @default.
• W2945702962 cites W2624091502 @default.
• W2945702962 cites W2799870997 @default.
• W2945702962 cites W2912205739 @default.
• W2945702962 cites W2912598912 @default.
• W2945702962 cites W2913250055 @default.
• W2945702962 cites W2946130795 @default.
• W2945702962 cites W2948716505 @default.
• W2945702962 cites W2962798372 @default.
• W2945702962 cites W2962990180 @default.
• W2945702962 cites W2963244042 @default.
• W2945702962 cites W2963248893 @default.
• W2945702962 cites W2963301802 @default.
• W2945702962 cites W2963434703 @default.
• W2945702962 cites W2963607709 @default.
• W2945702962 cites W2963734024 @default.
• W2945702962 cites W2963948233 @default.
• W2945702962 cites W2964037929 @default.
• W2945702962 cites W2964112534 @default.
• W2945702962 cites W2964289555 @default.
• W2945702962 cites W2964312760 @default.
• W2945702962 cites W3037568070 @default.
• W2945702962 hasPublicationYear "2019" @default.
• W2945702962 type Work @default.
• W2945702962 sameAs 2945702962 @default.
• W2945702962 citedByCount "9" @default.
• W2945702962 countsByYear W29457029622019 @default.
• W2945702962 countsByYear W29457029622020 @default.
• W2945702962 countsByYear W29457029622021 @default.
• W2945702962 crossrefType "posted-content" @default.
• W2945702962 hasAuthorship W2945702962A5036598221 @default.
• W2945702962 hasAuthorship W2945702962A5089882896 @default.
• W2945702962 hasConcept C102634674 @default.
• W2945702962 hasConcept C105795698 @default.
• W2945702962 hasConcept C106159729 @default.
• W2945702962 hasConcept C107321475 @default.
• W2945702962 hasConcept C111335779 @default.
• W2945702962 hasConcept C11413529 @default.
• W2945702962 hasConcept C121955636 @default.
• W2945702962 hasConcept C126255220 @default.
• W2945702962 hasConcept C134306372 @default.
• W2945702962 hasConcept C144133560 @default.
• W2945702962 hasConcept C147764199 @default.
• W2945702962 hasConcept C154945302 @default.
• W2945702962 hasConcept C162324750 @default.
• W2945702962 hasConcept C19499675 @default.
• W2945702962 hasConcept C196083921 @default.
• W2945702962 hasConcept C202444582 @default.
• W2945702962 hasConcept C206688291 @default.
• W2945702962 hasConcept C2524010 @default.
• W2945702962 hasConcept C2777303404 @default.
• W2945702962 hasConcept C28826006 @default.
• W2945702962 hasConcept C33676613 @default.
• W2945702962 hasConcept C33923547 @default.
• W2945702962 hasConcept C41008148 @default.
• W2945702962 hasConcept C50522688 @default.
• W2945702962 hasConcept C50644808 @default.
• W2945702962 hasConcept C62644790 @default.
• W2945702962 hasConcept C72134830 @default.
• W2945702962 hasConceptScore W2945702962C102634674 @default.
• W2945702962 hasConceptScore W2945702962C105795698 @default.
• W2945702962 hasConceptScore W2945702962C106159729 @default.
• W2945702962 hasConceptScore W2945702962C107321475 @default.
• W2945702962 hasConceptScore W2945702962C111335779 @default.
• W2945702962 hasConceptScore W2945702962C11413529 @default.
• W2945702962 hasConceptScore W2945702962C121955636 @default.
• W2945702962 hasConceptScore W2945702962C126255220 @default.
• W2945702962 hasConceptScore W2945702962C134306372 @default.
• W2945702962 hasConceptScore W2945702962C144133560 @default.
• W2945702962 hasConceptScore W2945702962C147764199 @default.
• W2945702962 hasConceptScore W2945702962C154945302 @default.
• W2945702962 hasConceptScore W2945702962C162324750 @default.
• W2945702962 hasConceptScore W2945702962C19499675 @default.
• W2945702962 hasConceptScore W2945702962C196083921 @default.
• W2945702962 hasConceptScore W2945702962C202444582 @default.
• W2945702962 hasConceptScore W2945702962C206688291 @default.
• W2945702962 hasConceptScore W2945702962C2524010 @default.

• next