Mathematical Analysis of Machine Learning Algorithms - Thong Zhang
- Format: Relié Voir le descriptif
Vous en avez un à vendre ?
Vendez-le-vôtre78,30 €
Produit Neuf
Ou 19,58 € /mois
- Livraison : 3,99 €
- Livré entre le 27 juillet et le 3 août
- Payez directement sur Rakuten (CB, PayPal, 4xCB...)
- Récupérez le produit directement chez le vendeur
- Rakuten vous rembourse en cas de problème
Gratuit et sans engagement
Félicitations !
Nous sommes heureux de vous compter parmi nos membres du Club Rakuten !
TROUVER UN MAGASIN
Retour
Avis sur Mathematical Analysis Of Machine Learning Algorithms de Thong Zhang Format Relié - Livre Informatique
0 avis sur Mathematical Analysis Of Machine Learning Algorithms de Thong Zhang Format Relié - Livre Informatique
Les avis publiés font l'objet d'un contrôle automatisé de Rakuten.
-
Die Luzerner Chronik Des Diebold Schilling, Aus Dem Jahre 1513
Occasion dès 55,50 €
-
By Marc Pairon Art Deco Ceramics Made In Belgium: Charles Catteau
6 avis
Occasion dès 110,00 €
-
The Shock Of The Ancient
Neuf dès 79,73 €
-
An American Odyssey - Photos From The Detroit Photographic Compagny 1888-1924
Occasion dès 114,00 €
-
Project Management For Engineers
Neuf dès 69,48 €
-
Collection Entremets & Petits Gâteaux
1 avis
Occasion dès 49,89 €
-
The Wine Trade In Medieval Europe 1000-1500
Neuf dès 62,83 €
-
Poetry In Stitches - Clothes You Can Knit
Occasion dès 50,00 €
-
Art Of Haikyu!!
Neuf dès 46,00 €
-
Les Trains Blindes: De 1825 À Nos Jours
2 avis
Neuf dès 64,00 €
Occasion dès 109,50 €
-
Dahmane
6 avis
Occasion dès 39,98 €
-
Cambridge English Skills Real Listening And Speaking 1 With Answers And Audio Cd
1 avis
Occasion dès 48,07 €
-
The Name Of The Wind
Neuf dès 45,15 €
-
Invasion Usa
Neuf dès 42,78 €
-
Sacred Art Of Nepal
Neuf dès 42,91 €
-
Indian Jewelry Making Volume 1
Occasion dès 110,00 €
-
The Eb Real Book, Sixth Edition
1 avis
Neuf dès 48,97 €
-
Argentina Ruta 40
Occasion dès 99,00 €
-
A Practical Guide To Macroeconomics
Neuf dès 45,95 €
-
Fc Barcelona Training Sessions
Neuf dès 56,12 €
Occasion dès 39,99 €
Produits similaires
Présentation Mathematical Analysis Of Machine Learning Algorithms de Thong Zhang Format Relié
- Livre Informatique
Résumé :
This self-contained textbook introduces students and researchers of AI to the key mathematical concepts and techniques necessary to learn and analyze machine learning algorithms. Readers will gain the technical knowledge needed to understand research papers in theoretical machine learning, without much difficulty.
Biographie:
Tong Zhang is Chair Professor of Computer Science and Mathematics at the Hong Kong University of Science and Technology, where his research focuses on machine learning, big data, and their applications. A Fellow of the IEEE, the American Statistical Association, and the Institute of Mathematical Statistics, Zhang has served as Chair or Area chair at major machine learning conferences such as NeurIPS, ICML, and COLT, and he has been an associate editor for several top machine learning publications including PAMI, JMLR, and 'Machine Learning.'
Sommaire:
1. Introduction; 2. Basic probability inequalities for sums of independent random variables; 3. Uniform convergence and generalization analysis; 4. Empirical covering number analysis and symmetrization; 5. Covering number estimates; 6. Rademacher complexity and concentration inequalities; 7. Algorithmic stability analysis; 8. Model selection; 9. Analysis of kernel methods; 10. Additive and sparse models; 11. Analysis of neural networks; 12. Lower bounds and minimax analysis; 13. Probability inequalities for sequential random variables; 14. Basic concepts of online learning; 15. Online aggregation and second order algorithms; 16. Multi-armed bandits; 17. Contextual bandits; 18. Reinforcement learning; A. Basics of convex analysis; B. f-Divergence of probability measures; References; Author index; Subject index.
Détails de conformité du produit
Personne responsable dans l'UE