1172 search results - page 22 / 235 » From Data Distributions to Regularization in Invariant Learn... |
COOPIS
2004
IEEE
14 years 2 months ago
2004
IEEE
Semantically heterogeneous and distributed data sources are quite common in several application domains such as bioinformatics and security informatics. In such a setting, each dat...
FOSSACS
2006
Springer
14 years 2 months ago
2006
Springer
We define a new decidable logic for expressing and checking invariants of programs that manipulate dynamically-allocated objects via pointers and destructive pointer updates. The ...
COLT
2005
Springer
14 years 4 months ago
2005
Springer
Abstract. There has been growing interest in practice in using unlabeled data together with labeled data in machine learning, and a number of different approaches have been develo...
ICML
2010
IEEE
13 years 11 months ago
2010
IEEE
A learning problem that has only recently gained attention in the machine learning community is that of learning a classifier from group probabilities. It is a learning task that ...
WACV
2005
IEEE
14 years 4 months ago
2005
IEEE
A number of recent systems for unsupervised featurebased learning of object models take advantage of cooccurrence: broadly, they search for clusters of discriminative features tha...