5012 search results - page 479 / 1003 » Distributed Error Correction |
193
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NAACL
2004
15 years 8 months ago
2004
Maximum entropy models are a common modeling technique, but prone to overfitting. We show that using an exponential distribution as a prior leads to bounded absolute discounting b...
164
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WSC
2001
15 years 8 months ago
2001
Stochastic simulation models are used to predict the behavior of real systems whose components have random variation. The simulation model generates artificial random quantities b...
156
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COLT
2007
Springer
16 years 1 months ago
2007
Springer
In the present paper, we study the problem of aggregation under the squared loss in the model of regression with deterministic design. We obtain sharp oracle inequalities for conve...
169
Voted
ICNC
2005
Springer
16 years 11 days ago
2005
Springer
This paper incorporates robustness into neural network modeling and proposes a novel two-phase robustness analysis approach for determining the optimal feedforward neural network (...
201
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CVPR
2001
IEEE
16 years 8 months ago
2001
IEEE
Outdoor scene classification is challenging due to irregular geometry, uncontrolled illumination, and noisy reflectance distributions. This paper discusses a Bayesian approach to ...