Matches in SemOpenAlex for { <https://semopenalex.org/work/W57706852> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W57706852 abstract "We study the problem of global maximization of a function f given a finite number of evaluations perturbed by noise. We consider a very weak assumption on the function, namely that it is locally smooth (in some precise sense) with respect to some semi-metric, around one of its global maxima. Compared to previous works on bandits in general spaces (Kleinberg et al., 2008; Bubeck et al., 2011a) our algorithm does not require the knowledge of this semi-metric. Our algorithm, StoSOO, follows an optimistic strategy to iteratively construct upper confidence bounds over the hierarchical partitions of the function domain to decide which point to sample next. A finite-time analysis of StoSOO shows that it performs almost as well as the best specifically-tuned algorithms even though the local smoothness of the function is not known." @default.
- W57706852 created "2016-06-24" @default.
- W57706852 creator A5006533777 @default.
- W57706852 creator A5021658783 @default.
- W57706852 creator A5070500506 @default.
- W57706852 date "2013-06-16" @default.
- W57706852 modified "2023-10-18" @default.
- W57706852 title "Stochastic Simultaneous Optimistic Optimization" @default.
- W57706852 cites W1483874187 @default.
- W57706852 cites W1495658734 @default.
- W57706852 cites W1540821927 @default.
- W57706852 cites W1625390266 @default.
- W57706852 cites W1668488459 @default.
- W57706852 cites W1871194732 @default.
- W57706852 cites W1881419322 @default.
- W57706852 cites W2056740053 @default.
- W57706852 cites W2096678000 @default.
- W57706852 cites W2103581319 @default.
- W57706852 cites W2105066050 @default.
- W57706852 cites W2113741278 @default.
- W57706852 cites W2115519224 @default.
- W57706852 cites W2120090487 @default.
- W57706852 cites W2129480103 @default.
- W57706852 cites W2133282568 @default.
- W57706852 cites W2168405694 @default.
- W57706852 cites W2330548796 @default.
- W57706852 cites W2500877924 @default.
- W57706852 cites W2951665052 @default.
- W57706852 cites W2964172739 @default.
- W57706852 cites W3148421669 @default.
- W57706852 cites W75245544 @default.
- W57706852 cites W85289656 @default.
- W57706852 hasPublicationYear "2013" @default.
- W57706852 type Work @default.
- W57706852 sameAs 57706852 @default.
- W57706852 citedByCount "53" @default.
- W57706852 countsByYear W577068522013 @default.
- W57706852 countsByYear W577068522014 @default.
- W57706852 countsByYear W577068522015 @default.
- W57706852 countsByYear W577068522016 @default.
- W57706852 countsByYear W577068522017 @default.
- W57706852 countsByYear W577068522018 @default.
- W57706852 countsByYear W577068522019 @default.
- W57706852 countsByYear W577068522020 @default.
- W57706852 countsByYear W577068522021 @default.
- W57706852 crossrefType "proceedings-article" @default.
- W57706852 hasAuthorship W57706852A5006533777 @default.
- W57706852 hasAuthorship W57706852A5021658783 @default.
- W57706852 hasAuthorship W57706852A5070500506 @default.
- W57706852 hasBestOaLocation W577068521 @default.
- W57706852 hasConcept C126255220 @default.
- W57706852 hasConcept C194387892 @default.
- W57706852 hasConcept C33923547 @default.
- W57706852 hasConcept C41008148 @default.
- W57706852 hasConceptScore W57706852C126255220 @default.
- W57706852 hasConceptScore W57706852C194387892 @default.
- W57706852 hasConceptScore W57706852C33923547 @default.
- W57706852 hasConceptScore W57706852C41008148 @default.
- W57706852 hasLocation W577068521 @default.
- W57706852 hasLocation W577068522 @default.
- W57706852 hasLocation W577068523 @default.
- W57706852 hasLocation W577068524 @default.
- W57706852 hasLocation W577068525 @default.
- W57706852 hasOpenAccess W57706852 @default.
- W57706852 hasPrimaryLocation W577068521 @default.
- W57706852 hasRelatedWork W1978379809 @default.
- W57706852 hasRelatedWork W2130043461 @default.
- W57706852 hasRelatedWork W2350741829 @default.
- W57706852 hasRelatedWork W2358668433 @default.
- W57706852 hasRelatedWork W2376932109 @default.
- W57706852 hasRelatedWork W2382290278 @default.
- W57706852 hasRelatedWork W2390279801 @default.
- W57706852 hasRelatedWork W2748952813 @default.
- W57706852 hasRelatedWork W2899084033 @default.
- W57706852 hasRelatedWork W2530322880 @default.
- W57706852 isParatext "false" @default.
- W57706852 isRetracted "false" @default.
- W57706852 magId "57706852" @default.
- W57706852 workType "article" @default.