503 search results - page 1 / 101 » Entropy estimation using the principle of maximum entropy |
148
Voted
ICASSP
2011
IEEE
14 years 4 months ago
2011
IEEE
In this paper, we present a novel entropy estimator for a given set of samples drawn from an unknown probability density function (PDF). Counter to other entropy estimators, the e...
91
Voted
CORR
2008
Springer
15 years 1 months ago
2008
Springer
In this work, a Bayesian framework for OFDM channel estimation is proposed. Using the maximum entropy principle to exploit prior system information at the receiver, we successively...
103
Voted
COLT
2004
Springer
15 years 6 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...
110
Voted
PAMI
2006
15 years 1 months ago
2006
Nonparametric neighborhood methods for learning entail estimation of class conditional probabilities based on relative frequencies of samples that are "near-neighbors" of...
98
Voted
ICML
2003
IEEE
16 years 1 months ago
2003
IEEE
We present a new approach to estimating mixture models based on a new inference principle we have proposed: the latent maximum entropy principle (LME). LME is different both from ...