18 search results - page 2 / 4 » Learnability, Stability and Uniform Convergence |
ALT
2010
Springer
13 years 6 months ago
2010
Springer
Stability has been explored to study the performance of learning algorithms in recent years and it has been shown that stability is sufficient for generalization and is sufficient ...
AUTOMATICA
2006
13 years 5 months ago
2006
Motivated by questions in stability theory for hybrid dynamical systems, we establish some fundamental properties of the set of solutions to such systems. Using the notion of a hy...
CDC
2010
IEEE
12 years 12 months ago
2010
IEEE
Abstract-- We address the problem of state feedback attitude control of a rigid body in quaternion coordinate space through a modified PD+ tracking controller. The control law ensu...
CORR
2010
Springer
13 years 5 months ago
2010
Springer
Cyclic coordinate descent is a classic optimization method that has witnessed a resurgence of interest in machine learning. Reasons for this include its simplicity, speed and stab...
CEC
2007
IEEE
13 years 11 months ago
2007
IEEE
—The paper extends the classical Ant Systems by considering non-uniform deposition by the ants, while constructing pheromone trails. A deterministic solution to the ant system dy...