02520nam0 22005293i 450 VAN0027616720240806101544.436N978303098316120240522d2022 |0itac50 baengCH|||| |||||ˆAn ‰Introduction to Artificial Intelligence Based on Reproducing Kernel Hilbert SpacesSergei PereverzyevChamBirkhäuserSpringer2022xiv, 152 p.ill.24 cm001VAN001032682001 Compact textbooks in mathematics210 Basel [etc.]Birkhäuser2013-62G05Nonparametric estimation [MSC 2020]VANC029306MF65C20Probabilistic models, generic numerical methods in probability and statistics [MSC 2020]VANC031449MF65J20Numerical solutions of ill-posed problems in abstract spaces; regularization [MSC 2020]VANC025244MF68Q32Computational learning theory [MSC 2020]VANC035165MF68T05Learning and adaptive systems in artificial intelligence [MSC 2020]VANC023390MFArtificial IntelligenceKW:KDeep LearningKW:KExamplesKW:KIntegral operatorsKW:KLearning theoryKW:KLinear regularization TikhonovKW:KRKHS deep neural networksKW:KRanking learningKW:KRegression learningKW:KRegularization theoryKW:KReinforcement LearningKW:KReproducing Kernel Hilbert spacesKW:KStatistical learningKW:KUnsupervised Domain AdaptationKW:KCHChamVANL001889PereverzyevSergeiVANV2288731738571Birkhäuser <editore>VANV108193650Springer <editore>VANV108073650ITSOL20250131RICAhttps://doi.org/10.1007/978-3-030-98316-1E-book – Accesso al full-text attraverso riconoscimento IP di Ateneo, proxy e/o ShibbolethBIBLIOTECA DEL DIPARTIMENTO DI MATEMATICA E FISICAIT-CE0120VAN08NVAN00276167BIBLIOTECA DEL DIPARTIMENTO DI MATEMATICA E FISICA08DLOAD e-Book 8575 08eMF8575 20240604 Introduction to Artificial Intelligence Based on Reproducing Kernel Hilbert Spaces4160954UNICAMPANIA