1864 search results - page 97 / 373 » Modeling Classification and Inference Learning |
184
click to vote
VLDB
2007
ACM
16 years 27 days ago
2007
ACM
Although the presence of a schema enables many optimizations for operations on XML documents, recent studies have shown that many XML documents in practice either do not refer to ...
126
click to vote
ALT
2004
Springer
15 years 4 months ago
2004
Springer
Abstract. We present a survey of recent results concerning the theoretical and empirical performance of algorithms for learning regularized least-squares classifiers. The behavior ...
113
click to vote
NIPS
2008
15 years 2 months ago
2008
Uncertainty is omnipresent when we perceive or interact with our environment, and the Bayesian framework provides computational methods for dealing with it. Mathematical models fo...
104
Voted
ACL
2008
15 years 2 months ago
2008
This paper demonstrates a new method for leveraging unstructured annotations to infer semantic document properties. We consider the domain of product reviews, which are often anno...
107
Voted
NIPS
2001
15 years 2 months ago
2001
Estimating insurance premia from data is a difficult regression problem for several reasons: the large number of variables, many of which are discrete, and the very peculiar shape...