✦ LIBER ✦

Learning with Convex Loss and Indefinite Kernels

✍ Scribed by Tong, Hongzhi; Chen, Di-Rong; Yang, Fenghong

Book ID: 125852122
Publisher: MIT Press
Year: 2014
Tongue: English
Weight: 219 KB
Volume: 26
Category: Article
ISSN: 0899-7667
DOI: 10.1162/NECO_a_00535

No coin nor oath required. For personal study only.

📜 SIMILAR VOLUMES

Multiple kernel learning with NOn-conVex

Multiple kernel learning with NOn-conVex group spArsity

✍ Yuan, Ying; Lu, Weiming; Wu, Fei; Zhuang, Yueting 📂 Article 📅 2014 🏛 Elsevier Science 🌐 English ⚖ 799 KB

Sharp learning rates of coefficient-base

Sharp learning rates of coefficient-basedlq-regularized regression with indefinite kernels

✍ ShaoGao Lv, DaiMin Shi, QuanWu Xiao, MingShan Zhang 📂 Article 📅 2013 🏛 SP Science China Press 🌐 English ⚖ 327 KB

Learning Kernel-Based Halfspaces with th

Learning Kernel-Based Halfspaces with the 0-1 Loss

✍ Shalev-Shwartz, Shai; Shamir, Ohad; Sridharan, Karthik 📂 Article 📅 2011 🏛 Society for Industrial and Applied Mathematics 🌐 English ⚖ 307 KB

The importance of convexity in learning

The importance of convexity in learning with squared loss

✍ Wee Sun Lee; Bartlett, P.L.; Williamson, R.C. 📂 Article 📅 1998 🏛 IEEE 🌐 English ⚖ 310 KB

Model-Based Online Learning With Kernels

✍ Guoqi Li, ; Changyun Wen, ; Zheng Guo Li, ; Aimin Zhang, ; Feng Yang, ; Kezhi Ma 📂 Article 📅 2013 🏛 Institute of Electrical and Electronics Engineers 🌐 English ⚖ 905 KB

[Lecture Notes in Computer Science] Comp

[Lecture Notes in Computer Science] Computer Vision – ECCV 2012 Volume 7575 || Subspace Learning in Krein Spaces: Complete Kernel Fisher Discriminant Analysis with Indefinite Kernels

✍ Fitzgibbon, Andrew; Lazebnik, Svetlana; Perona, Pietro; Sato, Yoichi; Schmid, Co 📂 Article 📅 2012 🏛 Springer Berlin Heidelberg ⚖ 245 KB