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By providing mathematical aspects of vector-valued integral operator [Formula: see text], the capacity independent error bounds and learning rates are derived by means of the integral operator technique. <\/jats:p>","DOI":"10.1142\/s0219691315500472","type":"journal-article","created":{"date-parts":[[2015,10,13]],"date-time":"2015-10-13T11:34:51Z","timestamp":1444736091000},"page":"1550047","source":"Crossref","is-referenced-by-count":5,"title":["Application of integral operator for vector-valued regression learning"],"prefix":"10.1142","volume":"13","author":[{"given":"Yuanxin","family":"Ma","sequence":"first","affiliation":[{"name":"School of Mathematical Science, University of Jinan, Shandong Provincial Key Laboratory of Network Based Intelligent Computing, Jinan 250022, P. R. 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