7351 search results - page 349 / 1471 » Machine Learning |
163
Voted
ICML
2008
IEEE
16 years 7 months ago
2008
IEEE
We introduce a learning framework that combines elements of the well-known PAC and mistake-bound models. The KWIK (knows what it knows) framework was designed particularly for its...
168
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ICML
2005
IEEE
16 years 7 months ago
2005
IEEE
The integration of diverse forms of informative data by learning an optimal combination of base kernels in classification or regression problems can provide enhanced performance w...
161
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ALT
2006
Springer
16 years 3 months ago
2006
Springer
Abstract. We propose a method of unsupervised learning from stationary, vector-valued processes. A low-dimensional subspace is selected on the basis of a criterion which rewards da...
189
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ICML
2009
IEEE
16 years 1 months ago
2009
IEEE
In classification with monotonicity constraints, it is assumed that the class label should increase with increasing values on the attributes. In this paper we aim at formalizing ...
156
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ICALT
2008
IEEE
16 years 1 months ago
2008
IEEE
The aim of this study is to understand how learners with different personality respond to an e-learning content structure, by which it will help to build an instance of personalit...