1474 search results - page 233 / 295 » Using Machine Learning to Focus Iterative Optimization |
104
Voted
ALT
2009
Springer
15 years 11 months ago
2009
Springer
Abstract. We present the first (to our knowledge) approximation algorithm for tensor clustering—a powerful generalization to basic 1D clustering. Tensors are increasingly common...
110
Voted
ECML
2007
Springer
15 years 8 months ago
2007
Springer
In this paper we address a method of source separation in the case where sources have certain temporal structures. The key contribution in this paper is to incorporate Gaussian pro...
135
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ECML
2007
Springer
15 years 6 months ago
2007
Springer
Mining frequent patterns is a major topic in data mining research, resulting in many seminal papers and algorithms on item set and episode discovery. The combination of these, call...
110
Voted
COLT
2008
Springer
15 years 4 months ago
2008
Springer
In this paper, we investigate stability-based methods for cluster model selection, in particular to select the number K of clusters. The scenario under consideration is that clust...
121
Voted
COLT
2010
Springer
15 years 17 days ago
2010
Springer
In the present paper, we introduce a variant of Gold-style learners that is not required to infer precise descriptions of the languages in a class, but that must find descriptive ...