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» Learning Instance-Specific Predictive Models
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127
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ICML
2008
IEEE
16 years 3 months ago
Efficiently learning linear-linear exponential family predictive representations of state
Exponential Family PSR (EFPSR) models capture stochastic dynamical systems by representing state as the parameters of an exponential family distribution over a shortterm window of...
David Wingate, Satinder P. Singh
79
Voted
NOMS
2008
IEEE
15 years 8 months ago
Using machine learning for non-intrusive modeling and prediction of software aging
Artur Andrzejak, Luís Moura Silva
157
Voted
DAGM
2011
Springer
14 years 2 months ago
Putting MAP Back on the Map
Conditional Random Fields (CRFs) are popular models in computer vision for solving labeling problems such as image denoising. This paper tackles the rarely addressed but important ...
Patrick Pletscher, Sebastian Nowozin, Pushmeet Koh...