743 search results - page 89 / 149 » Solving the Multiple-Instance Problem: A Lazy Learning Appro... |
124
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CORR
2010
Springer
15 years 15 days ago
2010
Springer
We consider model-based reinforcement learning in finite Markov Decision Processes (MDPs), focussing on so-called optimistic strategies. Optimism is usually implemented by carryin...
153
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SDM
2009
SIAM
15 years 11 months ago
2009
SIAM
We consider the task of performing anomaly detection in highly noisy multivariate data. In many applications involving real-valued time-series data, such as physical sensor data a...
129
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PRL
2011
14 years 9 months ago
2011
Machine Learning based on the Regularized Least Square (RLS) model requires one to solve a system of linear equations. Direct-solution methods exhibit predictable complexity and s...
IV
2005
IEEE
15 years 7 months ago
2005
IEEE
The field of information visualization offers little methodological guidance to practitioners who seek to design novel systems. Though many sources describe the foundations of the...
127
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CVPR
2012
IEEE
13 years 4 months ago
2012
IEEE
In this paper, we deal with the estimation of body and head poses (i.e orientations) in surveillance videos, and we make three main contributions. First, we address this issue as ...