2208 search results - page 90 / 442 » Privacy-Preserving Classifier Learning |
114
Voted
ICML
2005
IEEE
16 years 4 months ago
2005
IEEE
Sensorimotor data from many interesting physical interactions comprises discontinuities. While existing locally weighted learning approaches aim at learning smooth functions, we p...
117
Voted
LREC
2008
15 years 4 months ago
2008
Active learning (AL) is getting more and more popular as a methodology to considerably reduce the annotation effort when building training material for statistical learning method...
KDD
1995
ACM
15 years 6 months ago
1995
ACM
Random errors and insufficiencies in databases limit the performance of any classifier trained from and applied to the database. In this paper we propose a method to estimate the ...
125
click to vote
ECML
2006
Springer
15 years 7 months ago
2006
Springer
Abstract. We propose a simple and efficient approach to building undirected probabilistic classification models (Markov networks) that extend na
151
click to vote
NIPS
1996
15 years 4 months ago
1996
To obtain classification systems with both good generalizat`ion performance and efficiency in space and time, we propose a learning method based on combinations of weak classifiers...