2252 search results - page 20 / 451 » A distributed machine learning framework |
ISMB
1994
15 years 1 months ago
1994
ICML
2010
IEEE
15 years 25 days ago
2010
IEEE
The principle of maximum entropy provides a powerful framework for statistical models of joint, conditional, and marginal distributions. However, there are many important distribu...
ML
2002
ACM
14 years 11 months ago
2002
ACM
In this paper, we elaborate on the well-known relationship between Gaussian Processes (GP) and Support Vector Machines (SVM) under some convex assumptions for the loss functions. ...
109
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ICML
2006
IEEE
16 years 17 days ago
2006
IEEE
Policy evaluation is a critical step in the approximate solution of large Markov decision processes (MDPs), typically requiring O(|S|3 ) to directly solve the Bellman system of |S...
113
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IJCNN
2007
IEEE
15 years 6 months ago
2007
IEEE
Abstract— The generalised linear model (GLM) is the standard approach in classical statistics for regression tasks where it is appropriate to measure the data misfit using a lik...