The Nature of Statistical Learning Theory. Vapnik, V 1995. abstract bibtex A very good high-level introduction in Statistical Learning Theory in the VC formulation, plus a comprehensive overview of the SV algorithm. First description of SV machines for regression estimation.
@book{vapnik_nature_1995,
title = {The {Nature} of {Statistical} {Learning} {Theory}},
abstract = {A very good high-level introduction in Statistical Learning Theory in the VC formulation, plus a comprehensive overview of the SV algorithm. First description of SV machines for regression estimation.},
author = {Vapnik, V},
year = {1995},
}
Downloads: 0
{"_id":{"_str":"5289843414a66df4430018b3"},"__v":0,"authorIDs":[],"author_short":["Vapnik, V"],"bibbaseid":"vapnik-thenatureofstatisticallearningtheory-1995","bibdata":{"bibtype":"book","type":"book","title":"The Nature of Statistical Learning Theory","abstract":"A very good high-level introduction in Statistical Learning Theory in the VC formulation, plus a comprehensive overview of the SV algorithm. First description of SV machines for regression estimation.","author":[{"propositions":[],"lastnames":["Vapnik"],"firstnames":["V"],"suffixes":[]}],"year":"1995","bibtex":"@book{vapnik_nature_1995,\n\ttitle = {The {Nature} of {Statistical} {Learning} {Theory}},\n\tabstract = {A very good high-level introduction in Statistical Learning Theory in the VC formulation, plus a comprehensive overview of the SV algorithm. First description of SV machines for regression estimation.},\n\tauthor = {Vapnik, V},\n\tyear = {1995},\n}\n\n","author_short":["Vapnik, V"],"key":"vapnik_nature_1995","id":"vapnik_nature_1995","bibbaseid":"vapnik-thenatureofstatisticallearningtheory-1995","role":"author","urls":{},"metadata":{"authorlinks":{}},"downloads":0,"html":""},"bibtype":"book","biburl":"https://bibbase.org/zotero/kountour","downloads":0,"search_terms":["nature","statistical","learning","theory","vapnik"],"title":"The Nature of Statistical Learning Theory","year":1995,"keywords":[],"dataSources":["aDrN6vnZWqY8fA7E8","MnayAXw3qciX87bz7"]}