923 search results - page 124 / 185 » Requirements for Machine Lifelong Learning |
121
Voted
ML
2008
ACM
15 years 3 months ago
2008
ACM
Most search techniques within ILP require the evaluation of a large number of inconsistent clauses. However, acceptable clauses typically need to be consistent, and are only found ...
138
Voted
TSE
2008
15 years 3 months ago
2008
This paper introduces a new technique for predicting latent software bugs, called change classification. Change classification uses a machine learning classifier to determine wheth...
163
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ML
2007
ACM
15 years 3 months ago
2007
ACM
We propose a general-purpose stochastic optimization algorithm, the so-called annealing stochastic approximation Monte Carlo (ASAMC) algorithm, for neural network training. ASAMC c...
149
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COLT
2010
Springer
15 years 1 months ago
2010
Springer
We consider the problem of finding the best arm in a stochastic multi-armed bandit game. The regret of a forecaster is here defined by the gap between the mean reward of the optim...
130
Voted
COLT
2010
Springer
15 years 1 months ago
2010
Springer
In the present paper, we introduce a variant of Gold-style learners that is not required to infer precise descriptions of the languages in a class, but that must find descriptive ...