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» Labeling Points with Weights
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109
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COLT
2005
Springer
15 years 6 months ago
On Spectral Learning of Mixtures of Distributions
We consider the problem of learning mixtures of distributions via spectral methods and derive a tight characterization of when such methods are useful. Specifically, given a mixt...
Dimitris Achlioptas, Frank McSherry
106
Voted
IJCNLP
2005
Springer
15 years 6 months ago
Detecting Article Errors Based on the Mass Count Distinction
Abstract. This paper proposes a method for detecting errors concerning article usage and singular/plural usage based on the mass count distinction. Although the mass count distinct...
Ryo Nagata, Takahiro Wakana, Fumito Masui, Atsuo K...
DSMML
2004
Springer
15 years 6 months ago
Transformations of Gaussian Process Priors
Abstract. Gaussian process prior systems generally consist of noisy measurements of samples of the putatively Gaussian process of interest, where the samples serve to constrain the...
Roderick Murray-Smith, Barak A. Pearlmutter
101
Voted
DL
1999
Springer
139views Digital Library» more  DL 1999»
15 years 5 months ago
Constructing Web Views from Automated Navigation Sessions
Existing web search engines provide users with the ability to query an off-line database of indices in order to decide on an entry point for further manual navigation. Results are...
Nadav Zin, Mark Levene
107
Voted
HYBRID
1998
Springer
15 years 4 months ago
High Order Eigentensors as Symbolic Rules in Competitive Learning
We discuss properties of high order neurons in competitive learning. In such neurons, geometric shapes replace the role of classic `point' neurons in neural networks. Complex ...
Hod Lipson, Hava T. Siegelmann