1474 search results - page 241 / 295 » Using Machine Learning to Focus Iterative Optimization |
124
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JMLR
2002
15 years 2 months ago
2002
Cross-validation is a useful and generally applicable technique often employed in machine learning, including decision tree induction. An important disadvantage of straightforward...
106
Voted
TIP
2011
14 years 9 months ago
2011
Abstract—We have developed a new face hallucination framework termed from local pixel structure to global image super-resolution (LPS-GIS). Based on the assumption that two simil...
144
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ML
2010
ACM
15 years 28 days ago
2010
ACM
Abstract Clustering Stability methods are a family of widely used model selection techniques for data clustering. Their unifying theme is that an appropriate model should result in...
89
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LREC
2010
15 years 4 months ago
2010
SINotas is a data-to-text NLG application intended to produce short textual reports on students'academic performance from a database conveying their grades, weekly attendance...
190
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CVPR
2012
IEEE
13 years 5 months ago
2012
IEEE
Metric learning is a fundamental problem in computer vision. Different features and algorithms may tackle a problem from different angles, and thus often provide complementary inf...