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http://hdl.handle.net/1942/2965
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DC Field | Value | Language |
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dc.contributor.author | VAN DEN BROECK, Christian | - |
dc.contributor.author | Copelli, M | - |
dc.contributor.author | Opper, M | - |
dc.date.accessioned | 2007-11-23T08:44:52Z | - |
dc.date.available | 2007-11-23T08:44:52Z | - |
dc.date.issued | 1999 | - |
dc.identifier.citation | JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 32(50). p. L555-L560 | - |
dc.identifier.issn | 0305-4470 | - |
dc.identifier.uri | http://hdl.handle.net/1942/2965 | - |
dc.description.abstract | We study a simple model of unsupervised learning where the single symmetry breaking vector has binary components +/-1. We calculate exactly the Bayes-optimal performance of an estimator which is required to lie in the same discrete space. We also show that, except for very special cases, such an estimator cannot be obtained by minimization of a class of variationally optimal potentials. | - |
dc.language.iso | en | - |
dc.publisher | IOP PUBLISHING LTD | - |
dc.title | Bayes-optimal performance in a discrete space | - |
dc.type | Journal Contribution | - |
dc.identifier.epage | L560 | - |
dc.identifier.issue | 50 | - |
dc.identifier.spage | L555 | - |
dc.identifier.volume | 32 | - |
local.format.pages | 6 | - |
dc.description.notes | Limburgs Univ Ctr, B-3590 Diepenbeek, Belgium. Aston Univ, Neural Comp Res Grp, Birmingham B4 7ET, W Midlands, England.Copelli, M, Limburgs Univ Ctr, Univ Campus, B-3590 Diepenbeek, Belgium. | - |
local.type.refereed | Refereed | - |
local.type.specified | Letter | - |
dc.bibliographicCitation.oldjcat | A1 | - |
dc.identifier.isi | 000084444100004 | - |
item.accessRights | Closed Access | - |
item.validation | ecoom 2001 | - |
item.contributor | VAN DEN BROECK, Christian | - |
item.contributor | Copelli, M | - |
item.contributor | Opper, M | - |
item.fulltext | No Fulltext | - |
item.fullcitation | VAN DEN BROECK, Christian; Copelli, M & Opper, M (1999) Bayes-optimal performance in a discrete space. In: JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 32(50). p. L555-L560. | - |
Appears in Collections: | Research publications |
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