1704 search results - page 175 / 341 » Modeling virtualized applications using machine learning tec... |
124
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ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
This paper introduces a new approach to actionvalue function approximation by learning basis functions from a spectral decomposition of the state-action manifold. This paper exten...
112
Voted
ECTEL
2006
Springer
15 years 6 months ago
2006
Springer
Bayesian networks are commonly used in cognitive student modeling and assessment. They typically represent the item-concepts relationships, where items are observable responses to ...
128
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ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
We present a directed Markov random field (MRF) model that combines n-gram models, probabilistic context free grammars (PCFGs) and probabilistic latent semantic analysis (PLSA) fo...
107
Voted
ICML
1997
IEEE
16 years 3 months ago
1997
IEEE
Abstract: We investigate the structure of model selection problems via the bias/variance decomposition. In particular, we characterize the essential structure of a model selection ...
117
Voted
TKDE
2008
15 years 2 months ago
2008
We present a method for explaining predictions for individual instances. The presented approach is general and can be used with all classification models that output probabilities...