LEADER 00922cam0-22003251i-450- 001 990000854840403321 005 20060216161913.0 035 $a000085484 035 $aFED01000085484 035 $a(Aleph)000085484FED01 035 $a000085484 100 $a20020821d1969----km-y0itay50------ba 101 1 $aeng$cfre 102 $aFR 105 $ay-------001yy 200 1 $aLinear algebra and geometry$fJean A. Dieudonné 210 $aParis$cHermann$d1969 215 $a207 p.$d23 cm 454 0$12001$aAlgèbre linéaire et géométrie élémentaire$952731 676 $a512 700 1$aDieudonné,$bJean$f<1906-1992>$0345747 801 0$aIT$bUNINA$gRICA$2UNIMARC 901 $aBK 912 $a990000854840403321 952 $a02 9 C 22$b2926$fFINBN 952 $a27-G-37$b11394$fMA1 959 $aFINBN 959 $aMA1 996 $aAlgèbre linéaire et géométrie élémentaire$952731 997 $aUNINA LEADER 03063nam 2200445 450 001 9910568296803321 005 20221126183411.0 010 $a9789811903984$b(electronic bk.) 010 $z9789811903977 035 $a(MiAaPQ)EBC6975910 035 $a(Au-PeEL)EBL6975910 035 $a(CKB)21957563100041 035 $a(OCoLC)1314619055 035 $a(PPN)269155023 035 $a(EXLCZ)9921957563100041 100 $a20221126d2022 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aKernel Methods for Machine Learning with Math and RaKernel methods for machine learning with math and R $e100 exercises for building logic /$fJoe Suzuki 210 1$aGateway East, Singapore :$cSpringer,$d[2022] 210 4$d©2022 215 $a1 online resource (203 pages) 311 08$aPrint version: Suzuki, Joe Kernel Methods for Machine Learning with Math and R Singapore : Springer,c2022 9789811903977 320 $aIncludes bibliographical references and index. 327 $aIntro -- Preface -- How to Overcome Your Kernel Weakness -- What Makes KMMR Unique? -- Acknowledgments -- Contents -- 1 Positive Definite Kernels -- 1.1 Positive Definiteness of a Matrix -- 1.2 Kernels -- 1.3 Positive Definite Kernels -- 1.4 Probability -- 1.5 Bochner's Theorem -- 1.6 Kernels for Strings, Trees, and Graphs -- Appendix -- Exercises 1 sim 15 -- 2 Hilbert Spaces -- 2.1 Metric Spaces and Their Completeness -- 2.2 Linear Spaces and Inner Product Spaces -- 2.3 Hilbert Spaces -- 2.4 Projection Theorem -- 2.5 Linear Operators -- 2.6 Compact Operators -- Appendix: Proofs of Propositions -- Exercises -- 3 Reproducing Kernel Hilbert Space -- 3.1 RKHSs -- 3.2 Sobolev Space -- 3.3 Mercer's Theorem -- Appendix -- Exercises -- 4 Kernel Computations -- 4.1 Kernel Ridge Regression -- 4.2 Kernel Principle Component Analysis -- 4.3 Kernel SVM -- 4.4 Spline Curves -- 4.5 Random Fourier Features -- 4.6 Nyström Approximation -- 4.7 Incomplete Cholesky Decomposition -- Appendix -- Exercises 46sim64 -- 5 The MMD and HSIC -- 5.1 Random Variables in RKHSs -- 5.2 The MMD and Two-Sample Problem -- 5.3 The HSIC and Independence Test -- 5.4 Characteristic and Universal Kernels -- 5.5 Introduction to Empirical Processes -- Appendix -- 6 Gaussian Processes and Functional Data Analyses -- 6.1 Regression -- 6.2 Classification -- 6.3 Gaussian Processes with Inducing Variables -- 6.4 Karhunen-Lóeve Expansion -- 6.5 Functional Data Analysis -- Appendix -- Exercises 83sim100 -- Appendix Bibliography. 606 $aR (Computer program language) 606 $aKernel functions 615 0$aR (Computer program language) 615 0$aKernel functions. 676 $a006.31 700 $aSuzuki$b Joe$0846228 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 912 $a9910568296803321 996 $aKernel Methods for Machine Learning with Math and RaKernel methods for machine learning with math and R$92965121 997 $aUNINA LEADER 04163nam 2200817Ia 450 001 9910970263403321 005 20250227005706.0 010 $a9781139889087 010 $a1139889087 010 $a9781139579599 010 $a1139579592 010 $a9781139572774 010 $a1139572776 010 $a9781139152181 010 $a1139152181 010 $a9781139573542 010 $a1139573543 010 $a9781139569217 010 $a113956921X 010 $a9781139571029 010 $a1139571028 010 $a9781283638739 010 $a1283638738 010 $a9781139570114 010 $a1139570110 035 $a(CKB)2550000000707816 035 $a(EBL)1025052 035 $a(OCoLC)815389329 035 $a(SSID)ssj0000721086 035 $a(PQKBManifestationID)11406856 035 $a(PQKBTitleCode)TC0000721086 035 $a(PQKBWorkID)10670047 035 $a(PQKB)10907947 035 $a(UkCbUP)CR9781139152181 035 $a(MiAaPQ)EBC1025052 035 $a(Au-PeEL)EBL1025052 035 $a(CaPaEBR)ebr10608469 035 $a(CaONFJC)MIL395119 035 $a(EXLCZ)992550000000707816 100 $a20120620d2012 uy 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 00$aLegal responses to religious practices in the United States $eaccommodation and its limits /$fedited by Austin Sarat 205 $a1st ed. 210 $aCambridge [UK] ;$aNew York $cCambridge University Press$d2012 215 $a1 online resource (xi, 311 pages) $cdigital, PDF file(s) 300 $aTitle from publisher's bibliographic system (viewed on 05 Oct 2015). 311 08$a9781107692442 311 08$a110769244X 311 08$a9781107023680 311 08$a1107023688 320 $aIncludes bibliographical references and index. 327 $gIntroduction.$tThe sacred and the profane in American law /$rAustin Sarat --$tA history of ambivalence : how religion and U.S. law have developed together /$rAmanda Porterfield --$tReligion's accommodation to American law and culture /$rTimothy Hoff --$tHow should liberal democracies respond to faith-based groups that advocate discrimination? : State funding and nonprofit status /$rCorey Brettschneider --$tFreedom of speech, equal citizenship, and the anticaste principle : a commentary on regulating hate speech /$rBryan K. Fair --$tExpanding the Bob Jones compromise /$rCaroline Mala Corbin --$tReligious practice and sex discrimination : an uneasy case for tolerance /$rMeredith Render --$tReligious freedom and the nondiscrimination norm /$rRichard W. Garnett --$tLaw, religion, and kissing your sister /$rPaul Horwitz --$tFreedom of religion or freedom of the church? / Steven D. Smith --$tGovernment for the time being /$rWilliam Brewbaker III. 330 $aThere is an enormous scholarly literature on law's treatment of religion. Most scholars now recognize that although the US Supreme Court has not offered a consistent interpretation of what 'non-establishment' or religious freedom means, as a general matter it can be said that the First Amendment requires that government not give preference to one religion over another or, although this is more controversial, to religion over non-belief. But these rules raise questions that will be addressed in Legal Responses to Religious Practices in the United States: namely, what practices constitute a 'religious activity' such that it cannot be supported or funded by government? And what is a religion, anyway? How should law understand matters of faith and accommodate religious practices? 606 $aFreedom of religion$zUnited States 606 $aFreedom of expression$zUnited States 615 0$aFreedom of religion 615 0$aFreedom of expression 676 $a342.7308/52 686 $aLAW000000$2bisacsh 701 $aSarat$b Austin$0254475 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910970263403321 996 $aLegal responses to religious practices in the United States$94320858 997 $aUNINA