Matches in SemOpenAlex for { <https://semopenalex.org/work/W2621412647> ?p ?o ?g. }
- W2621412647 abstract "We discuss some first steps towards experimental design for neural network regression which, at present, is too complex to treat fully in general. We encounter two difficulties: the nonlinearity of the models together with the high parameter dimension on one hand, and the common misspecification of the models on the other hand.Regarding the first problem, we restrict our consideration to neural networks with only one and two neurons in the hidden layer and a univariate input variable. We prove some results regarding locally D-optimal designs, and present a numerical study using the concept of maximin optimal designs.In respect of the second problem, we have a look at the effects of misspecification on optimal experimental designs." @default.
- W2621412647 created "2017-06-15" @default.
- W2621412647 creator A5030386540 @default.
- W2621412647 date "2011-01-01" @default.
- W2621412647 modified "2023-09-23" @default.
- W2621412647 title "Some Steps towards Experimental Design for Neural Network Regression" @default.
- W2621412647 cites W104190138 @default.
- W2621412647 cites W1483914296 @default.
- W2621412647 cites W152301725 @default.
- W2621412647 cites W1546371746 @default.
- W2621412647 cites W1977607018 @default.
- W2621412647 cites W1987564911 @default.
- W2621412647 cites W1989925444 @default.
- W2621412647 cites W1998682508 @default.
- W2621412647 cites W1998878893 @default.
- W2621412647 cites W1998973039 @default.
- W2621412647 cites W2004319653 @default.
- W2621412647 cites W2006121606 @default.
- W2621412647 cites W2014018052 @default.
- W2621412647 cites W2017351261 @default.
- W2621412647 cites W2025842817 @default.
- W2621412647 cites W2027571722 @default.
- W2621412647 cites W2029823011 @default.
- W2621412647 cites W2034562813 @default.
- W2621412647 cites W2041103360 @default.
- W2621412647 cites W2052798209 @default.
- W2621412647 cites W2054843678 @default.
- W2621412647 cites W2061947637 @default.
- W2621412647 cites W2064847734 @default.
- W2621412647 cites W2064868327 @default.
- W2621412647 cites W2069997585 @default.
- W2621412647 cites W2070779353 @default.
- W2621412647 cites W2077564921 @default.
- W2621412647 cites W2082382318 @default.
- W2621412647 cites W2087040738 @default.
- W2621412647 cites W2087070363 @default.
- W2621412647 cites W2094537558 @default.
- W2621412647 cites W2103075980 @default.
- W2621412647 cites W2109445438 @default.
- W2621412647 cites W2111269522 @default.
- W2621412647 cites W2124776405 @default.
- W2621412647 cites W2125860101 @default.
- W2621412647 cites W2131279069 @default.
- W2621412647 cites W2142772181 @default.
- W2621412647 cites W2144578442 @default.
- W2621412647 cites W2156195892 @default.
- W2621412647 cites W2162606295 @default.
- W2621412647 cites W2314251788 @default.
- W2621412647 cites W2325367836 @default.
- W2621412647 cites W2590374367 @default.
- W2621412647 cites W2615454902 @default.
- W2621412647 cites W2793786759 @default.
- W2621412647 cites W2801490189 @default.
- W2621412647 cites W3097925195 @default.
- W2621412647 cites W116159231 @default.
- W2621412647 hasPublicationYear "2011" @default.
- W2621412647 type Work @default.
- W2621412647 sameAs 2621412647 @default.
- W2621412647 citedByCount "0" @default.
- W2621412647 crossrefType "journal-article" @default.
- W2621412647 hasAuthorship W2621412647A5030386540 @default.
- W2621412647 hasConcept C105795698 @default.
- W2621412647 hasConcept C119857082 @default.
- W2621412647 hasConcept C126255220 @default.
- W2621412647 hasConcept C134306372 @default.
- W2621412647 hasConcept C149728462 @default.
- W2621412647 hasConcept C154945302 @default.
- W2621412647 hasConcept C161584116 @default.
- W2621412647 hasConcept C182365436 @default.
- W2621412647 hasConcept C186394612 @default.
- W2621412647 hasConcept C199163554 @default.
- W2621412647 hasConcept C202444582 @default.
- W2621412647 hasConcept C33676613 @default.
- W2621412647 hasConcept C33923547 @default.
- W2621412647 hasConcept C34559072 @default.
- W2621412647 hasConcept C41008148 @default.
- W2621412647 hasConcept C50644808 @default.
- W2621412647 hasConcept C83546350 @default.
- W2621412647 hasConceptScore W2621412647C105795698 @default.
- W2621412647 hasConceptScore W2621412647C119857082 @default.
- W2621412647 hasConceptScore W2621412647C126255220 @default.
- W2621412647 hasConceptScore W2621412647C134306372 @default.
- W2621412647 hasConceptScore W2621412647C149728462 @default.
- W2621412647 hasConceptScore W2621412647C154945302 @default.
- W2621412647 hasConceptScore W2621412647C161584116 @default.
- W2621412647 hasConceptScore W2621412647C182365436 @default.
- W2621412647 hasConceptScore W2621412647C186394612 @default.
- W2621412647 hasConceptScore W2621412647C199163554 @default.
- W2621412647 hasConceptScore W2621412647C202444582 @default.
- W2621412647 hasConceptScore W2621412647C33676613 @default.
- W2621412647 hasConceptScore W2621412647C33923547 @default.
- W2621412647 hasConceptScore W2621412647C34559072 @default.
- W2621412647 hasConceptScore W2621412647C41008148 @default.
- W2621412647 hasConceptScore W2621412647C50644808 @default.
- W2621412647 hasConceptScore W2621412647C83546350 @default.
- W2621412647 hasLocation W26214126471 @default.
- W2621412647 hasOpenAccess W2621412647 @default.
- W2621412647 hasPrimaryLocation W26214126471 @default.
- W2621412647 hasRelatedWork W109325439 @default.
- W2621412647 hasRelatedWork W1499974300 @default.