Message from the Editor-in-Chief: Best Paper Award Recipients
Sayed, A.H.
Page(s): 2149- 2151
Digital Object Identifier 10.1109/TSP.2004.830986 Abstract
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Guest Editorial: Special Issue on Machine Learning Methods in Signal Processing
Feder, M.; Figueiredo, M.A.T.; Hero, A.O.; Lee, C.-H.; Loeliger, H.-A.; Nowak, R.; Singer, A.C.; Yu, B.
Page(s): 2152- 2152
Digital Object Identifier 10.1109/TSP.2004.831149 Abstract
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Sparse Bayesian learning for basis selection
Wipf, D.P.; Rao, B.D.
Page(s): 2153- 2164
Digital Object Identifier 10.1109/TSP.2004.831016 Abstract
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Online learning with kernels
Kivinen, J.; Smola, A.J.; Williamson, R.C.
Page(s): 2165- 2176
Digital Object Identifier 10.1109/TSP.2004.830991 Abstract
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Linear minimax regret estimation of deterministic parameters with bounded data uncertainties
Eldar, Y.C.; Ben-Tal, A.; Nemirovski, A.
Page(s): 2177- 2188
Digital Object Identifier 10.1109/TSP.2004.831144 Abstract
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Learning graphical models for stationary time series
Bach, F.R.; Jordan, M.I.
Page(s): 2189- 2199
Digital Object Identifier 10.1109/TSP.2004.831032 Abstract
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Stochastic correlative learning algorithms
Haykin, S.; Zhe Chen; Becker, S.
Page(s): 2200- 2209
Digital Object Identifier 10.1109/TSP.2004.831067 Abstract
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Geodesic entropic graphs for dimension and entropy estimation in manifold learning
Costa, J.A.; Hero, A.O.
Page(s): 2210- 2221
Digital Object Identifier 10.1109/TSP.2004.831130 Abstract
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A variational approach for Bayesian blind image deconvolution
Likas, A.C.; Galatsanos, N.P.
Page(s): 2222- 2233
Digital Object Identifier 10.1109/TSP.2004.831119 Abstract
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Nonparametric hypothesis tests for statistical dependency
Ihler, A.T.; Fisher, J.W.; Willsky, A.S.
Page(s): 2234- 2249
Digital Object Identifier 10.1109/TSP.2004.830994 Abstract
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Kernel-based feature extraction with a speech technology application
Kocsor, A.; Toth, L.
Page(s): 2250- 2263
Digital Object Identifier 10.1109/TSP.2004.830995 Abstract
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TEMPLAR: a wavelet-based framework for pattern learning and analysis
Scott, C.; Nowak, R.D.
Page(s): 2264- 2274
Digital Object Identifier 10.1109/TSP.2004.831121 Abstract
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The kernel recursive least-squares algorithm
Engel, Y.; Mannor, S.; Meir, R.
Page(s): 2275- 2285
Digital Object Identifier 10.1109/TSP.2004.830985 Abstract
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Iterative learning algorithms for linear Gaussian observation models
Guang Deng
Page(s): 2286- 2297
Digital Object Identifier 10.1109/TSP.2004.830984 Abstract
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SVM multiregression for nonlinear channel estimation in multiple-input multiple-output systems
Sanchez-Fernandez, M.; de-Prado-Cumplido, M.; Arenas-Garcia, J.; Perez-Cruz, F.
Page(s): 2298- 2307
Digital Object Identifier 10.1109/TSP.2004.831028 Abstract
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Likelihood based hierarchical clustering
Castro, R.M.; Coates, M.J.; Nowak, R.D.
Page(s): 2308- 2321
Digital Object Identifier 10.1109/TSP.2004.831124 Abstract
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Minimum probability of error image retrieval
Vasconcelos, N.
Page(s): 2322- 2336
Digital Object Identifier 10.1109/TSP.2004.831125 Abstract
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Efficient adaptive algorithms and minimax bounds for zero-delay lossy source coding
Gyorgy, A.; Linder, T.; Lugosi, G.
Page(s): 2337- 2347
Digital Object Identifier 10.1109/TSP.2004.831128 Abstract
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Applications of support vector machines to speech recognition
Ganapathiraju, A.; Hamaker, J.E.; Picone, J.
Page(s): 2348- 2355
Digital Object Identifier 10.1109/TSP.2004.831018 Abstract
| Full Text: PDF (280 KB)
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