1845 search results - page 54 / 369 » Machine-Learning Applications of Algorithmic Randomness |
174
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MP
2011
14 years 11 months ago
2011
Minimizing the rank of a matrix subject to constraints is a challenging problem that arises in many applications in machine learning, control theory, and discrete geometry. This c...
151
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ICML
2007
IEEE
16 years 5 months ago
2007
IEEE
The UCT algorithm learns a value function online using sample-based search. The TD() algorithm can learn a value function offline for the on-policy distribution. We consider three...
179
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ALT
2011
Springer
14 years 4 months ago
2011
Springer
We consider the problem of learning sparse parities in the presence of noise. For learning parities on r out of n variables, we give an algorithm that runs in time poly log 1 δ , ...
125
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ICIRA
2009
Springer
15 years 2 months ago
2009
Springer
Abstract. Two algorithms for area coverage (for use in space applications) were evaluated using a simulator and then tested on a multi-robot society consisting of LEGO Mindstorms r...
130
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ICML
2005
IEEE
16 years 5 months ago
2005
IEEE
The problem of learning a transduction, that is a string-to-string mapping, is a common problem arising in natural language processing and computational biology. Previous methods ...