16188 search results - page 2522 / 3238 » The Optimal PAC Algorithm |
182
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IJCAI
2003
15 years 8 months ago
2003
We address the task of problem determination in a distributed system using probes, or test transactions, which gather information about system components. Effective probing requir...
218
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IJCAI
2003
15 years 8 months ago
2003
We empirically study phase transitions of the asymmetric Traveling Salesman. Using random instances of up to 1,500 cities, we show that many properties of the problem, including t...
232
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UAI
2004
15 years 8 months ago
2004
Exponential models of distributions are widely used in machine learning for classification and modelling. It is well known that they can be interpreted as maximum entropy models u...
179
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UAI
2004
15 years 8 months ago
2004
We describe an approach for exploiting structure in Markov Decision Processes with continuous state variables. At each step of the dynamic programming, the state space is dynamica...
205
Voted
NIPS
2003
15 years 8 months ago
2003
We consider the problem of reconstructing patterns from a feature map. Learning algorithms using kernels to operate in a reproducing kernel Hilbert space (RKHS) express their solu...