146 search results - page 16 / 30 » Learning Metrics Between Tree Structured Data: Application t... |
116
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NIPS
2004
15 years 3 months ago
2004
Many machine learning algorithms for clustering or dimensionality reduction take as input a cloud of points in Euclidean space, and construct a graph with the input data points as...
112
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RECOMB
2010
Springer
15 years 3 months ago
2010
Springer
In this work we consider an inference task that biologists are very good at: deciphering biological processes by bringing together knowledge that has been obtained by experiments u...
131
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KDD
2007
ACM
16 years 2 months ago
2007
ACM
The problem of multimodal data mining in a multimedia database can be addressed as a structured prediction problem where we learn the mapping from an input to the structured and i...
113
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PAMI
2006
15 years 1 months ago
2006
This paper presents a family of techniques that we call congealing for modeling image classes from data. The idea is to start with a set of images and make them appear as similar a...
107
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ICML
2004
IEEE
16 years 2 months ago
2004
IEEE
We present an algorithmic framework for supervised classification learning where the set of labels is organized in a predefined hierarchical structure. This structure is encoded b...