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200
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IJCAI
2001
15 years 8 months ago
2001
The task of causal structure discovery from empirical data is a fundamental problem in many areas. Experimental data is crucial for accomplishing this task. However, experiments a...
213
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NIPS
2004
15 years 8 months ago
2004
In the multi-armed bandit problem, an online algorithm must choose from a set of strategies in a sequence of n trials so as to minimize the total cost of the chosen strategies. Wh...
181
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NIPS
2004
15 years 8 months ago
2004
We describe a way of using multiple different types of similarity relationship to learn a low-dimensional embedding of a dataset. Our method chooses different, possibly overlappin...
217
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NIPS
2004
15 years 8 months ago
2004
We present an algorithm based on convex optimization for constructing kernels for semi-supervised learning. The kernel matrices are derived from the spectral decomposition of grap...
146
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IADIS
2003
15 years 8 months ago
2003
Online publications are becoming an important information source. Due to the variety of standards and other forms of best practices used in composing online publications, preserva...