1476 search results - page 227 / 296 » Robust constraint-consistent learning |
185
click to vote
CIARP
2007
Springer
16 years 24 days ago
2007
Springer
The main difficulty in the binary object classification field lays in dealing with a high variability of symbol appearance. Rotation, partial occlusions, elastic deformations, or...
218
click to vote
COLT
2007
Springer
16 years 24 days ago
2007
Springer
We describe and analyze a new approach for feature ranking in the presence of categorical features with a large number of possible values. It is shown that popular ranking criteria...
155
click to vote
ECML
2007
Springer
16 years 24 days ago
2007
Springer
Abstract. Robustly estimating the state-transition probabilities of highorder Markov processes is an essential task in many applications such as natural language modeling or protei...
207
click to vote
ICTAI
2006
IEEE
16 years 20 days ago
2006
IEEE
In order for an autonomous agent to behave robustly in a variety of environments, it must have the ability to learn approximations to many different functions. The function approx...
189
click to vote
ICML
2006
IEEE
16 years 18 days ago
2006
IEEE
There are well-established methods for reducing the number of support vectors in a trained binary support vector machine, often with minimal impact on accuracy. We show how reduce...