1062 search results - page 131 / 213 » Sublinear Optimization for Machine Learning |
125
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EWRL
2008
15 years 6 months ago
2008
We consider planning in a Markovian decision problem, i.e., the problem of finding a good policy given access to a generative model of the environment. We propose to use fitted Q-i...
123
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ALT
2010
Springer
15 years 6 months ago
2010
Springer
We are studying long term sequence prediction (forecasting). We approach this by investigating criteria for choosing a compact useful state representation. The state is supposed t...
150
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ICML
2010
IEEE
15 years 6 months ago
2010
IEEE
The principle of maximum entropy provides a powerful framework for statistical models of joint, conditional, and marginal distributions. However, there are many important distribu...
132
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ICML
2009
IEEE
15 years 11 months ago
2009
IEEE
We consider the problem of selecting a subset of m most informative features where m is the number of required features. This feature selection problem is essentially a combinator...
142
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EUROGP
2003
Springer
15 years 10 months ago
2003
Springer
Finite state transducers (FSTs) are finite state machines that map strings in a source domain into strings in a target domain. While there are many reports in the literature of ev...