4 search results - page 1 / 1 » On-line Learning with Malicious Noise and the Closure Algori... |
ALT
1994
Springer
13 years 9 months ago
1994
Springer
FUZZIEEE
2007
IEEE
13 years 11 months ago
2007
IEEE
The algorithm of on-line predictor from input-output data pairs will be proposed. In this paper, it proposed an approach to generate fuzzy rules of predictor from real-time input-o...
COLT
2001
Springer
13 years 9 months ago
2001
Springer
We describe a new boosting algorithm which generates only smooth distributions which do not assign too much weight to any single example. We show that this new boosting algorithm ...
ICALP
2009
Springer
14 years 5 months ago
2009
Springer
We give new algorithms for learning halfspaces in the challenging malicious noise model, where an adversary may corrupt both the labels and the underlying distribution of examples....