3049 search results - page 43 / 610 » On the Convergence of Bound Optimization Algorithms |
NIPS
2007
13 years 11 months ago
2007
We present a novel boosting algorithm, called SoftBoost, designed for sets of binary labeled examples that are not necessarily separable by convex combinations of base hypotheses....
ICCV
2003
IEEE
14 years 12 months ago
2003
IEEE
Existing autocalibration techniques use numerical optimization algorithms that are prone to the problem of local minima. To address this problem, we have developed a method where ...
FOCM
2006
13 years 10 months ago
2006
In this paper, we study an online learning algorithm in Reproducing Kernel Hilbert Spaces (RKHS) and general Hilbert spaces. We present a general form of the stochastic gradient m...
ICIP
1999
IEEE
14 years 11 months ago
1999
IEEE
This paper presents an iterative algorithm for approximating gray-scale images with adaptive triangular meshes ensuring a given tolerance. At each iteration, the algorithm applies...
FOCI
2007
IEEE
14 years 1 months ago
2007
IEEE
Abstract-- In this paper, we empirically analyze the convergence behavior of evolutionary algorithms (evolution strategies