2934 search results - page 37 / 587 » Hypothesis Spaces for Learning |
109
Voted
CORR
2010
Springer
15 years 2 months ago
2010
Springer
We tackle the fundamental problem of Bayesian active learning with noise, where we need to adaptively select from a number of expensive tests in order to identify an unknown hypot...
99
Voted
DAGSTUHL
2003
15 years 3 months ago
2003
We present the hypothesis that an important factor for the choice of a particular embodiment for a natural or artificial agent is the effect of the embodiment on the agent’s ab...
71
Voted
COLT
2004
Springer
15 years 7 months ago
2004
Springer
108
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ICML
2004
IEEE
16 years 2 months ago
2004
IEEE
Learning general functional dependencies is one of the main goals in machine learning. Recent progress in kernel-based methods has focused on designing flexible and powerful input...
113
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COLT
1994
Springer
15 years 6 months ago
1994
Springer
We propose and analyze a distribution learning algorithm for variable memory length Markov processes. These processes can be described by a subclass of probabilistic nite automata...