Matches in SemOpenAlex for { <https://semopenalex.org/work/W2990924988> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W2990924988 abstract "We consider distributed online learning protocols that control the exchange of information between local learners in a round-based learning scenario. The learning performance of such a protocol is intuitively optimal if approximately the same loss is incurred as in a hypothetical serial setting. If a protocol accomplishes this, it is inherently impossible to achieve a strong communication bound at the same time. In the worst case, every input is essential for the learning performance, even for the serial setting, and thus needs to be exchanged between the local learners. However, it is reasonable to demand a bound that scales well with the hardness of the serialized prediction problem, as measured by the loss received by a serial online learning algorithm. We provide formal criteria based on this intuition and show that they hold for a simplified version of a previously published protocol." @default.
- W2990924988 created "2019-12-05" @default.
- W2990924988 creator A5002246111 @default.
- W2990924988 creator A5047835257 @default.
- W2990924988 creator A5062749833 @default.
- W2990924988 creator A5064091891 @default.
- W2990924988 creator A5080777994 @default.
- W2990924988 creator A5090998564 @default.
- W2990924988 date "2019-11-28" @default.
- W2990924988 modified "2023-09-27" @default.
- W2990924988 title "Adaptive Communication Bounds for Distributed Online Learning" @default.
- W2990924988 cites W1508912423 @default.
- W2990924988 cites W1570963478 @default.
- W2990924988 cites W2046089875 @default.
- W2990924988 cites W2087167379 @default.
- W2990924988 cites W2116683544 @default.
- W2990924988 cites W2130062883 @default.
- W2990924988 cites W2144839971 @default.
- W2990924988 cites W2160218441 @default.
- W2990924988 cites W2166706236 @default.
- W2990924988 cites W2167652903 @default.
- W2990924988 hasPublicationYear "2019" @default.
- W2990924988 type Work @default.
- W2990924988 sameAs 2990924988 @default.
- W2990924988 citedByCount "0" @default.
- W2990924988 crossrefType "posted-content" @default.
- W2990924988 hasAuthorship W2990924988A5002246111 @default.
- W2990924988 hasAuthorship W2990924988A5047835257 @default.
- W2990924988 hasAuthorship W2990924988A5062749833 @default.
- W2990924988 hasAuthorship W2990924988A5064091891 @default.
- W2990924988 hasAuthorship W2990924988A5080777994 @default.
- W2990924988 hasAuthorship W2990924988A5090998564 @default.
- W2990924988 hasConcept C120314980 @default.
- W2990924988 hasConcept C12269588 @default.
- W2990924988 hasConcept C132010649 @default.
- W2990924988 hasConcept C134306372 @default.
- W2990924988 hasConcept C142724271 @default.
- W2990924988 hasConcept C154945302 @default.
- W2990924988 hasConcept C15744967 @default.
- W2990924988 hasConcept C188147891 @default.
- W2990924988 hasConcept C19417346 @default.
- W2990924988 hasConcept C204787440 @default.
- W2990924988 hasConcept C2779582901 @default.
- W2990924988 hasConcept C2780385302 @default.
- W2990924988 hasConcept C2986087404 @default.
- W2990924988 hasConcept C31258907 @default.
- W2990924988 hasConcept C33923547 @default.
- W2990924988 hasConcept C41008148 @default.
- W2990924988 hasConcept C49774154 @default.
- W2990924988 hasConcept C71924100 @default.
- W2990924988 hasConcept C77553402 @default.
- W2990924988 hasConcept C80444323 @default.
- W2990924988 hasConceptScore W2990924988C120314980 @default.
- W2990924988 hasConceptScore W2990924988C12269588 @default.
- W2990924988 hasConceptScore W2990924988C132010649 @default.
- W2990924988 hasConceptScore W2990924988C134306372 @default.
- W2990924988 hasConceptScore W2990924988C142724271 @default.
- W2990924988 hasConceptScore W2990924988C154945302 @default.
- W2990924988 hasConceptScore W2990924988C15744967 @default.
- W2990924988 hasConceptScore W2990924988C188147891 @default.
- W2990924988 hasConceptScore W2990924988C19417346 @default.
- W2990924988 hasConceptScore W2990924988C204787440 @default.
- W2990924988 hasConceptScore W2990924988C2779582901 @default.
- W2990924988 hasConceptScore W2990924988C2780385302 @default.
- W2990924988 hasConceptScore W2990924988C2986087404 @default.
- W2990924988 hasConceptScore W2990924988C31258907 @default.
- W2990924988 hasConceptScore W2990924988C33923547 @default.
- W2990924988 hasConceptScore W2990924988C41008148 @default.
- W2990924988 hasConceptScore W2990924988C49774154 @default.
- W2990924988 hasConceptScore W2990924988C71924100 @default.
- W2990924988 hasConceptScore W2990924988C77553402 @default.
- W2990924988 hasConceptScore W2990924988C80444323 @default.
- W2990924988 hasLocation W29909249881 @default.
- W2990924988 hasOpenAccess W2990924988 @default.
- W2990924988 hasPrimaryLocation W29909249881 @default.
- W2990924988 hasRelatedWork W1513588022 @default.
- W2990924988 hasRelatedWork W1832404672 @default.
- W2990924988 hasRelatedWork W2304306412 @default.
- W2990924988 hasRelatedWork W2745848844 @default.
- W2990924988 hasRelatedWork W2884901724 @default.
- W2990924988 hasRelatedWork W2931007377 @default.
- W2990924988 hasRelatedWork W2946277198 @default.
- W2990924988 hasRelatedWork W2950877438 @default.
- W2990924988 hasRelatedWork W2951926089 @default.
- W2990924988 hasRelatedWork W2964023411 @default.
- W2990924988 hasRelatedWork W3010487558 @default.
- W2990924988 hasRelatedWork W3040708685 @default.
- W2990924988 hasRelatedWork W3087682326 @default.
- W2990924988 hasRelatedWork W3105367583 @default.
- W2990924988 hasRelatedWork W3175367179 @default.
- W2990924988 hasRelatedWork W3197691910 @default.
- W2990924988 hasRelatedWork W5173811 @default.
- W2990924988 hasRelatedWork W764739102 @default.
- W2990924988 hasRelatedWork W89473788 @default.
- W2990924988 hasRelatedWork W97605038 @default.
- W2990924988 isParatext "false" @default.
- W2990924988 isRetracted "false" @default.
- W2990924988 magId "2990924988" @default.
- W2990924988 workType "article" @default.