2258 search results - page 284 / 452 » Structured Sparsity in Structured Prediction |
137
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CVPR
2003
IEEE
16 years 7 months ago
2003
IEEE
The biological visual system possesses the ability to compute layered surface representations, in which one surface is represented as being viewed through another. This ability is...
141
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ICML
2009
IEEE
16 years 5 months ago
2009
IEEE
Many learning algorithms rely on the curvature (in particular, strong convexity) of regularized objective functions to provide good theoretical performance guarantees. In practice...
145
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ICML
2007
IEEE
16 years 5 months ago
2007
IEEE
We propose statistical predicate invention as a key problem for statistical relational learning. SPI is the problem of discovering new concepts, properties and relations in struct...
174
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WWW
2007
ACM
16 years 5 months ago
2007
ACM
Hierarchical models are commonly used to organize a Website's content. A Website's content structure can be represented by a topic hierarchy, a directed tree rooted at a...
143
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KDD
2006
ACM
16 years 5 months ago
2006
ACM
This paper presents an LDA-style topic model that captures not only the low-dimensional structure of data, but also how the structure changes over time. Unlike other recent work t...