01096nam a22002057a 450000500170000000800410001702000180005804000410007604100080011710000280012524501520015325000110030526000600031630000450037650400530042150502560047465000790073065000570080970000240086620250219073146.0250219b           ||||| |||| 00| 0 eng d  a9781009123235  aCO-BoUCMcDavid MorenodDavid Moreno  aeng1 aCouillet, Romaind1983-10aRandom matrix methods for machine learningcRomain Couillet, Grenoble-Alps University, Zhenyu Liao, Huazhong University of Science and Technology.   a1a. Ed  aCambridge, InglaterrabCambridge University Pressc2022  avi, 402 Paginas bilustraciones a color   aIncluye referencias bibliográficas e índices  r1. Introduction -- 2. Random Matrix Theory -- 3. Statistical Inference in Linear Models -- 4. Kernel Methods -- 5. Large Neural Networks -- 6. Large-Dimensional Convex Optimization -- 7. Community Detection on Graphs -- 8. Universality and Real Data. 14aAprendizaje automático (Inteligencia artificial)xMatrices (Matematicas)14aMétodos analíticos matricialesxDatos numericos 1 aLiao, Zhenyud1992-