✦ LIBER ✦

Stability of Unstable Learning Algorithms

✍ Scribed by Don Hush; Clint Scovel; Ingo Steinwart

Publisher: Springer
Year: 2007
Tongue: English
Weight: 338 KB
Volume: 67
Category: Article
ISSN: 0885-6125
DOI: 10.1007/s10994-007-5004-z

No coin nor oath required. For personal study only.

📜 SIMILAR VOLUMES

Stability Analysis of Learning Algorithm

Stability Analysis of Learning Algorithms for Blind Source Separation

✍ Shun-ichi Amari; Tian-ping Chen; Andrzej Cichocki 📂 Article 📅 1997 🏛 Elsevier Science 🌐 English ⚖ 226 KB

Recently a number of adaptive learning algorithms have been proposed for blind source separation. Although the underlying principles and approaches are different, most of them have very similar forms. Two important issues remained to be elucidated further: the statistical efficiency and the stabilit

Learning and behavioral stability An eco

Learning and behavioral stability An economic interpretation of genetic algorithms

✍ Thomas Riechmann 📂 Article 📅 1999 🏛 Springer-Verlag 🌐 English ⚖ 143 KB

Robust stability of recurrent neural net

Robust stability of recurrent neural networks with ISS learning algorithm

✍ Choon Ki Ahn 📂 Article 📅 2010 🏛 Springer Netherlands 🌐 English ⚖ 434 KB

Stability and Chaos of a Class of Learni

Stability and Chaos of a Class of Learning Algorithms for ICA Neural Networks

✍ Jian Cheng Lv; Kok Kiong Tan; Zhang Yi; Sunan Huang 📂 Article 📅 2008 🏛 Springer US 🌐 English ⚖ 462 KB

Learning parallel portfolios of algorith

Learning parallel portfolios of algorithms

✍ Marek Petrik; Shlomo Zilberstein 📂 Article 📅 2007 🏛 Springer Netherlands 🌐 English ⚖ 440 KB

On the discrete time dynamics of a self-

On the discrete time dynamics of a self-stabilizing MCA learning algorithm

✍ Dezhong Peng; Zhang Yi; Yong Xiang 📂 Article 📅 2008 🏛 Elsevier Science 🌐 English ⚖ 370 KB