Matches in SemOpenAlex for { <https://semopenalex.org/work/W2057644503> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W2057644503 endingPage "101" @default.
- W2057644503 startingPage "95" @default.
- W2057644503 abstract "In online learning problems to choice of the learning rate, the weight given to new observations with respect to the knowledge gained from old ones, is a difficult problem. A novel algorithm for the adaptive, i.e., data-dependent choice of the learning rate is presented. It is based on the idea of maximum likelihood estimation. In contrast to other approaches it does not rely on the stochastic independence of the observed data, the stationarity of the data source or a priori information about parameter changes. This makes it well suited for the analysis of ongoing nonstationary dynamic processes. It can be applied to the online learning of various different generative stochastic models. We present the adaptive online learning of Hidden Markov Models. © 2003 Wiley Periodicals, Inc." @default.
- W2057644503 created "2016-06-24" @default.
- W2057644503 creator A5035669714 @default.
- W2057644503 date "2003-03-01" @default.
- W2057644503 modified "2023-09-24" @default.
- W2057644503 title "Adaptive online learning of generative stochastic models" @default.
- W2057644503 cites W1966812932 @default.
- W2057644503 cites W1981653644 @default.
- W2057644503 cites W2007321142 @default.
- W2057644503 cites W2022448907 @default.
- W2057644503 cites W2024104930 @default.
- W2057644503 cites W2105393278 @default.
- W2057644503 cites W2121451933 @default.
- W2057644503 cites W2125838338 @default.
- W2057644503 cites W2160053034 @default.
- W2057644503 cites W4251699153 @default.
- W2057644503 doi "https://doi.org/10.1002/cplx.10093" @default.
- W2057644503 hasPublicationYear "2003" @default.
- W2057644503 type Work @default.
- W2057644503 sameAs 2057644503 @default.
- W2057644503 citedByCount "4" @default.
- W2057644503 countsByYear W20576445032012 @default.
- W2057644503 crossrefType "journal-article" @default.
- W2057644503 hasAuthorship W2057644503A5035669714 @default.
- W2057644503 hasConcept C105795698 @default.
- W2057644503 hasConcept C111472728 @default.
- W2057644503 hasConcept C119857082 @default.
- W2057644503 hasConcept C125014702 @default.
- W2057644503 hasConcept C138885662 @default.
- W2057644503 hasConcept C154945302 @default.
- W2057644503 hasConcept C167966045 @default.
- W2057644503 hasConcept C2776502983 @default.
- W2057644503 hasConcept C33923547 @default.
- W2057644503 hasConcept C35651441 @default.
- W2057644503 hasConcept C39890363 @default.
- W2057644503 hasConcept C41008148 @default.
- W2057644503 hasConcept C75553542 @default.
- W2057644503 hasConceptScore W2057644503C105795698 @default.
- W2057644503 hasConceptScore W2057644503C111472728 @default.
- W2057644503 hasConceptScore W2057644503C119857082 @default.
- W2057644503 hasConceptScore W2057644503C125014702 @default.
- W2057644503 hasConceptScore W2057644503C138885662 @default.
- W2057644503 hasConceptScore W2057644503C154945302 @default.
- W2057644503 hasConceptScore W2057644503C167966045 @default.
- W2057644503 hasConceptScore W2057644503C2776502983 @default.
- W2057644503 hasConceptScore W2057644503C33923547 @default.
- W2057644503 hasConceptScore W2057644503C35651441 @default.
- W2057644503 hasConceptScore W2057644503C39890363 @default.
- W2057644503 hasConceptScore W2057644503C41008148 @default.
- W2057644503 hasConceptScore W2057644503C75553542 @default.
- W2057644503 hasIssue "4" @default.
- W2057644503 hasLocation W20576445031 @default.
- W2057644503 hasOpenAccess W2057644503 @default.
- W2057644503 hasPrimaryLocation W20576445031 @default.
- W2057644503 hasRelatedWork W1534961803 @default.
- W2057644503 hasRelatedWork W2108501770 @default.
- W2057644503 hasRelatedWork W2888836568 @default.
- W2057644503 hasRelatedWork W2994891734 @default.
- W2057644503 hasRelatedWork W3017062960 @default.
- W2057644503 hasRelatedWork W4241824423 @default.
- W2057644503 hasRelatedWork W4253371817 @default.
- W2057644503 hasRelatedWork W4293428270 @default.
- W2057644503 hasRelatedWork W4310743516 @default.
- W2057644503 hasRelatedWork W2310403681 @default.
- W2057644503 hasVolume "8" @default.
- W2057644503 isParatext "false" @default.
- W2057644503 isRetracted "false" @default.
- W2057644503 magId "2057644503" @default.
- W2057644503 workType "article" @default.