Matches in SemOpenAlex for { <https://semopenalex.org/work/W2965613350> ?p ?o ?g. }
Showing items 1 to 83 of
83
with 100 items per page.
- W2965613350 abstract "We consider neural network training, in applications in which there are many possible classes, but at test-time, the task is a binary classification task of determining whether the given example belongs to a specific class. We define the Single Logit Classification (SLC) task: training the network so that at test-time, it would be possible to accurately identify whether the example belongs to a given class in a computationally efficient manner, based only on the output logit for this class. We propose a natural principle, the Principle of Logit Separation, as a guideline for choosing and designing loss functions that are suitable for SLC. We show that the Principle of Logit Separation is a crucial ingredient for success in the SLC task, and that SLC results in considerable speedups when the number of classes is large." @default.
- W2965613350 created "2019-08-13" @default.
- W2965613350 creator A5043060302 @default.
- W2965613350 creator A5048538280 @default.
- W2965613350 creator A5085310459 @default.
- W2965613350 date "2019-08-01" @default.
- W2965613350 modified "2023-09-28" @default.
- W2965613350 title "A Walkthrough for the Principle of Logit Separation" @default.
- W2965613350 cites W1423339008 @default.
- W2965613350 cites W2017637319 @default.
- W2965613350 cites W2112796928 @default.
- W2965613350 cites W2152790380 @default.
- W2965613350 cites W2157791002 @default.
- W2965613350 cites W2211722331 @default.
- W2965613350 cites W2251682575 @default.
- W2965613350 cites W2335728318 @default.
- W2965613350 cites W2950288872 @default.
- W2965613350 cites W2962707588 @default.
- W2965613350 cites W2962959715 @default.
- W2965613350 cites W3118608800 @default.
- W2965613350 doi "https://doi.org/10.24963/ijcai.2019/861" @default.
- W2965613350 hasPublicationYear "2019" @default.
- W2965613350 type Work @default.
- W2965613350 sameAs 2965613350 @default.
- W2965613350 citedByCount "0" @default.
- W2965613350 crossrefType "proceedings-article" @default.
- W2965613350 hasAuthorship W2965613350A5043060302 @default.
- W2965613350 hasAuthorship W2965613350A5048538280 @default.
- W2965613350 hasAuthorship W2965613350A5085310459 @default.
- W2965613350 hasBestOaLocation W29656133501 @default.
- W2965613350 hasConcept C105795698 @default.
- W2965613350 hasConcept C119857082 @default.
- W2965613350 hasConcept C140331021 @default.
- W2965613350 hasConcept C149091818 @default.
- W2965613350 hasConcept C151956035 @default.
- W2965613350 hasConcept C154945302 @default.
- W2965613350 hasConcept C186846655 @default.
- W2965613350 hasConcept C199360897 @default.
- W2965613350 hasConcept C2776061190 @default.
- W2965613350 hasConcept C2777904410 @default.
- W2965613350 hasConcept C33923547 @default.
- W2965613350 hasConcept C41008148 @default.
- W2965613350 hasConcept C46110900 @default.
- W2965613350 hasConceptScore W2965613350C105795698 @default.
- W2965613350 hasConceptScore W2965613350C119857082 @default.
- W2965613350 hasConceptScore W2965613350C140331021 @default.
- W2965613350 hasConceptScore W2965613350C149091818 @default.
- W2965613350 hasConceptScore W2965613350C151956035 @default.
- W2965613350 hasConceptScore W2965613350C154945302 @default.
- W2965613350 hasConceptScore W2965613350C186846655 @default.
- W2965613350 hasConceptScore W2965613350C199360897 @default.
- W2965613350 hasConceptScore W2965613350C2776061190 @default.
- W2965613350 hasConceptScore W2965613350C2777904410 @default.
- W2965613350 hasConceptScore W2965613350C33923547 @default.
- W2965613350 hasConceptScore W2965613350C41008148 @default.
- W2965613350 hasConceptScore W2965613350C46110900 @default.
- W2965613350 hasLocation W29656133501 @default.
- W2965613350 hasOpenAccess W2965613350 @default.
- W2965613350 hasPrimaryLocation W29656133501 @default.
- W2965613350 hasRelatedWork W137235230 @default.
- W2965613350 hasRelatedWork W1481272520 @default.
- W2965613350 hasRelatedWork W1496744999 @default.
- W2965613350 hasRelatedWork W1965497631 @default.
- W2965613350 hasRelatedWork W1984791470 @default.
- W2965613350 hasRelatedWork W1997388052 @default.
- W2965613350 hasRelatedWork W2035345990 @default.
- W2965613350 hasRelatedWork W2060330342 @default.
- W2965613350 hasRelatedWork W2071234913 @default.
- W2965613350 hasRelatedWork W2071376119 @default.
- W2965613350 hasRelatedWork W2074948550 @default.
- W2965613350 hasRelatedWork W2112623463 @default.
- W2965613350 hasRelatedWork W2349375042 @default.
- W2965613350 hasRelatedWork W2363395712 @default.
- W2965613350 hasRelatedWork W2389746432 @default.
- W2965613350 hasRelatedWork W2773869773 @default.
- W2965613350 hasRelatedWork W2921440188 @default.
- W2965613350 hasRelatedWork W2996393541 @default.
- W2965613350 hasRelatedWork W3125336959 @default.
- W2965613350 hasRelatedWork W652142338 @default.
- W2965613350 isParatext "false" @default.
- W2965613350 isRetracted "false" @default.
- W2965613350 magId "2965613350" @default.
- W2965613350 workType "article" @default.