2665 search results - page 192 / 533 » Bundle Methods for Machine Learning |
117
click to vote
PR
2007
15 years 1 months ago
2007
In this paper, we propose a new constructive method, based on cooperative coevolution, for designing automatically the structure of a neural network for classification. Our appro...
94
Voted
MLG
2007
Springer
15 years 8 months ago
2007
Springer
We give a universal kernel that renders all the regular languages linearly separable. We are not able to compute this kernel efficiently and conjecture that it is intractable, but...
103
click to vote
ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
We propose a multiple source domain adaptation method, referred to as Domain Adaptation Machine (DAM), to learn a robust decision function (referred to as target classifier) for l...
147
Voted
SCIA
2009
Springer
15 years 9 months ago
2009
Springer
Abstract. Level set methods are a popular way to solve the image segmentation problem in computer image analysis. A contour is implicitly represented by the zero level of a signed ...
100
click to vote
KDD
2007
ACM
16 years 2 months ago
2007
ACM
It is often expensive to acquire data in real-world data mining applications. Most previous data mining and machine learning research, however, assumes that a fixed set of trainin...