716 search results - page 71 / 144 » Optimizing Sorting with Machine Learning Algorithms |
112
Voted
ICML
2006
IEEE
16 years 3 months ago
2006
IEEE
We consider the problem of clustering in its most basic form where only a local metric on the data space is given. No parametric statistical model is assumed, and the number of cl...
124
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COLT
2010
Springer
15 years 10 days ago
2010
Springer
We develop an online algorithm called Component Hedge for learning structured concept classes when the loss of a structured concept sums over its components. Example classes inclu...
151
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COLT
2010
Springer
15 years 10 days ago
2010
Springer
We describe online algorithms for learning a rotation from pairs of unit vectors in Rn . We show that the expected regret of our online algorithm compared to the best fixed rotati...
123
Voted
WWW
2008
ACM
16 years 3 months ago
2008
ACM
Learning to rank is a new statistical learning technology on creating a ranking model for sorting objects. The technology has been successfully applied to web search, and is becom...
134
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ML
2007
ACM
15 years 1 months ago
2007
ACM
We consider multivariate density estimation with identically distributed observations. We study a density estimator which is a convex combination of functions in a dictionary and ...