63 search results - page 2 / 13 » Entropy Regularized LPBoost |
COLT
2006
Springer
14 years 2 months ago
2006
Springer
Abstract. We present a unified and complete account of maximum entropy distribution estimation subject to constraints represented by convex potential functions or, alternatively, b...
COLT
2004
Springer
14 years 4 months ago
2004
Springer
Abstract. We consider the problem of estimating an unknown probability distribution from samples using the principle of maximum entropy (maxent). To alleviate overfitting with a v...
COCO
2009
Springer
14 years 2 months ago
2009
Springer
CORR
2008
Springer
13 years 11 months ago
2008
Springer
Using the concept of discrete noiseless channels, it was shown by Shannon in A Mathematical Theory of Communication that the ultimate performance of an encoder for a constrained sy...
NIPS
2004
14 years 6 days ago
2004
We consider the semi-supervised learning problem, where a decision rule is to be learned from labeled and unlabeled data. In this framework, we motivate minimum entropy regulariza...