02158nam a2200301 4500 39650 UTEM 20250409101852.0 250401b sp ||||| |||| 00| 0 spa d 9780262026253 clsautm clsautm 005.73 L322 Large-scale kernel machines / Edited by Léon Bottou ... [et al.] Cambridge, MA : MIT Press, 2007. xii, 396 p. Includes bibliographical references and index. References: p. [361]-387. Support vector machine solvers (Léon Bottou, Chih-Jen Lin) -- Training a support vector machine in the primal (Olivier Chapelle) -- Fast kernel learning with sparse inverted index (Patrick Haffner, Stephan Kanthak) -- Large-scale learning with string kernels (Sören Sonnenburg, Gunnar Rätsch, Konrad Rieck) -- Large-scale parallel SVM implementation (Igor Durdanovic, Eric Cosatto, Hans-Peter Graf) -- A distributed sequential solver for large-scale SVMs (Elad Yom-Tov) -- Newton methods for fast semisupervised linear SVMs (Vikas Sindhwani, S. Sathiya Keerthi) -- The improved fast Gauss transform with applications to machine learning (Vikas Chandrakant Raykar, Ramani Duraiswami) -- Approximation methods for gaussian process regression (Joaquin Quiñonero-Candela, Carl Edward Rasmussen) -- Brisk kernel independent component analysis (Stefanie Jegelka, Arthur Gretton) -- Building SVMs with reduced classifer complexity (S. Sathiya Keerthi, Olivier Chapelle, Dennis DeCoste) -- Trading convexity for scalability (Ronan Collobert, Fabian Sinz, Jasson Weston, Léon Bottou) -- Training invariant SVMs using selective sampling (Gaëlle Loosli, Léon Bottou, Stéphane Canu) -- Scaling learning algorithms toward AI (Yoshua Bengio, Yann LeCun). ESTRUCTURAS DE DATOS (COMPUTACION) 10454 APRENDIZAJE AUTOMATICO 82914 Bottou, Léon editor 95418 Chapelle, Olivier editor 95476 DeCoste, Dennis editor 95477 Weston, Jason 95478 Rosana Claudia ddc LIB 39650 39650 0 0 ddc 0 0 ABI BXSS BXSS 2025-03-31 Donación Académico Depto. Informática 76554-25 0 005.73 L322 UTEML73004212 2025-04-01 08:45:23 c.1 Piso 2 2025-03-31 MISC Entregado: abril/Ana. 032/2025