Matches in SemOpenAlex for { <https://semopenalex.org/work/W2899407767> ?p ?o ?g. }
Showing items 1 to 66 of
66
with 100 items per page.
- W2899407767 abstract "Transfer learning is a framework that includes—among other topics—the design of knowledge transfer mechanisms between Bayesian filters. Transfer learning strategies in this context typically rely on a complete stochastic dependence structure being specified between the participating learning procedures (filters). This paper proposes a method that does not require such a restrictive assumption. The solution in this incomplete modelling case is based on the fully probabilistic design of an unknown probability distribution which conditions on knowledge in the form of an externally supplied distribution. We are specifically interested in the situation where the external distribution accumulates knowledge dynamically via Kalman filtering. Simulations illustrate that the proposed algorithm outperforms alternative methods for transferring this dynamic knowledge from the external Kalman filter." @default.
- W2899407767 created "2018-11-09" @default.
- W2899407767 creator A5012149887 @default.
- W2899407767 creator A5050267602 @default.
- W2899407767 date "2018-09-01" @default.
- W2899407767 modified "2023-09-25" @default.
- W2899407767 title "Dynamic Bayesian Knowledge Transfer Between a Pair of Kalman Filters" @default.
- W2899407767 cites W1965555277 @default.
- W2899407767 cites W1968140153 @default.
- W2899407767 cites W1982696459 @default.
- W2899407767 cites W2012992565 @default.
- W2899407767 cites W2037710764 @default.
- W2899407767 cites W2052958516 @default.
- W2899407767 cites W2095780937 @default.
- W2899407767 cites W2146489051 @default.
- W2899407767 cites W2167446990 @default.
- W2899407767 cites W2462471752 @default.
- W2899407767 cites W2588430197 @default.
- W2899407767 cites W2773192101 @default.
- W2899407767 cites W2782304201 @default.
- W2899407767 cites W4232464081 @default.
- W2899407767 cites W4232632925 @default.
- W2899407767 cites W4255421341 @default.
- W2899407767 doi "https://doi.org/10.1109/mlsp.2018.8517020" @default.
- W2899407767 hasPublicationYear "2018" @default.
- W2899407767 type Work @default.
- W2899407767 sameAs 2899407767 @default.
- W2899407767 citedByCount "4" @default.
- W2899407767 countsByYear W28994077672019 @default.
- W2899407767 countsByYear W28994077672020 @default.
- W2899407767 countsByYear W28994077672021 @default.
- W2899407767 countsByYear W28994077672022 @default.
- W2899407767 crossrefType "proceedings-article" @default.
- W2899407767 hasAuthorship W2899407767A5012149887 @default.
- W2899407767 hasAuthorship W2899407767A5050267602 @default.
- W2899407767 hasConcept C107673813 @default.
- W2899407767 hasConcept C150679823 @default.
- W2899407767 hasConcept C154945302 @default.
- W2899407767 hasConcept C157286648 @default.
- W2899407767 hasConcept C206833254 @default.
- W2899407767 hasConcept C41008148 @default.
- W2899407767 hasConcept C50050547 @default.
- W2899407767 hasConceptScore W2899407767C107673813 @default.
- W2899407767 hasConceptScore W2899407767C150679823 @default.
- W2899407767 hasConceptScore W2899407767C154945302 @default.
- W2899407767 hasConceptScore W2899407767C157286648 @default.
- W2899407767 hasConceptScore W2899407767C206833254 @default.
- W2899407767 hasConceptScore W2899407767C41008148 @default.
- W2899407767 hasConceptScore W2899407767C50050547 @default.
- W2899407767 hasLocation W28994077671 @default.
- W2899407767 hasOpenAccess W2899407767 @default.
- W2899407767 hasPrimaryLocation W28994077671 @default.
- W2899407767 hasRelatedWork W1506303183 @default.
- W2899407767 hasRelatedWork W1906981883 @default.
- W2899407767 hasRelatedWork W1974666540 @default.
- W2899407767 hasRelatedWork W2075834364 @default.
- W2899407767 hasRelatedWork W219193191 @default.
- W2899407767 hasRelatedWork W2594549242 @default.
- W2899407767 hasRelatedWork W2912992389 @default.
- W2899407767 hasRelatedWork W3010478777 @default.
- W2899407767 hasRelatedWork W3127350958 @default.
- W2899407767 hasRelatedWork W2338295462 @default.
- W2899407767 isParatext "false" @default.
- W2899407767 isRetracted "false" @default.
- W2899407767 magId "2899407767" @default.
- W2899407767 workType "article" @default.