15 Probabilistic Machine Learning: Advanced Topics

书名：ProbabilisticMachineLearning:AdvancedTopics 作者：KevinP.Murphy 出版社：TheMITPress 译者： 出版日期：2023-8 页数：1360 ISBN：9780262048439

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书籍简介：

KevinP.Murphy

KevinPatrickMurphywasborninIreland,grewupinEngland(BAfromCambridge),

andwenttograduateschoolintheUSA(MEngfromU.Penn,PhDfromUCBerkeley,

PostdocatMIT).In2004,hebecameaprofessorofcomputerscienceandstatistics

attheUniversityofBritishColumbiainVancouver,Canada.In2011,hewentto

GoogleinMountainView,Californiaforhissabbatical.In2012,he

convertedtoafull-timeresearchscientistpositionatGoogle.Kevinhas

publishedover50papersinrefereedconferencesandjournalsrelated

tomachinelearningandgraphicalmodels.Hehasrecentlypublished

an1100-pagetextbookcalled"MachineLearning:aProbabilistic

Perspective"(MITPress,2012).