876 search results - page 99 / 176 » A theory of learning with similarity functions |
PAMI
2008
15 years 1 months ago
2008
In this paper, we develop a new effective multiple kernel learning algorithm. First, we map the input data into m different feature spaces by m empirical kernels, where each genera...
100
click to vote
ICML
2004
IEEE
16 years 2 months ago
2004
IEEE
Inductive learning of first-order theory based on examples has serious bottleneck in the enormous hypothesis search space needed, making existing learning approaches perform poorl...
103
click to vote
COLT
1997
Springer
15 years 5 months ago
1997
Springer
We relate two problems that have been explored in two distinct communities. The first is the problem of combining expert advice, studied extensively in the computational learning...
157
click to vote
SIGIR
2012
ACM
13 years 4 months ago
2012
ACM
In this paper, we propose a novel top-k learning to rank framework, which involves labeling strategy, ranking model and evaluation measure. The motivation comes from the difficul...
105
click to vote
CVPR
2010
IEEE
15 years 7 months ago
2010
IEEE
Detecting pedestrians in images is a key functionality to avoid vehicle-to-pedestrian collisions. The most promising detectors rely on appearance-based pedestrian classifiers tra...