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JMLR
2010
191views more  JMLR 2010»
13 years 2 months ago
Noise-contrastive estimation: A new estimation principle for unnormalized statistical models
We present a new estimation principle for parameterized statistical models. The idea is to perform nonlinear logistic regression to discriminate between the observed data and some...
Michael Gutmann, Aapo Hyvärinen
ICPR
2006
IEEE
14 years 8 months ago
A New Data Selection Principle for Semi-Supervised Incremental Learning
Current semi-supervised incremental learning approaches select unlabeled examples with predicted high confidence for model re-training. We show that for many applications this dat...
Alexander I. Rudnicky, Rong Zhang
INFOCOM
2008
IEEE
14 years 2 months ago
Inside the New Coolstreaming: Principles, Measurements and Performance Implications
—The Peer-to-Peer (P2P) based video streaming has emerged as a promising solution for Internet video distribution. Leveraging the resource available at end users, this approach p...
Bo Li, Susu Xie, Yang Qu, Gabriel Yik Keung, Chuan...
TASLP
2010
109views more  TASLP 2010»
13 years 2 months ago
Multipitch Estimation of Piano Sounds Using a New Probabilistic Spectral Smoothness Principle
Abstract--A new method for the estimation of multiple concurrent pitches in piano recordings is presented. It addresses the issue of overlapping overtones by modeling the spectral ...
Valentin Emiya, Roland Badeau, Bertrand David
ETT
2007
80views Education» more  ETT 2007»
13 years 7 months ago
The soft-output principle - reminiscences and new developments
Peter A. Hoeher, Patrick Robertson, Elke Offer, Th...