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» Domain Independent Generative Modeling
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265
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KDD
2008
ACM
159views Data Mining» more  KDD 2008»
16 years 4 months ago
Semi-supervised learning with data calibration for long-term time series forecasting
Many time series prediction methods have focused on single step or short term prediction problems due to the inherent difficulty in controlling the propagation of errors from one ...
Haibin Cheng, Pang-Ning Tan
119
Voted
ICCV
2005
IEEE
16 years 5 months ago
Fixed Point Probability Field for Complex Occlusion Handling
In this paper, we show that in a multi-camera context, we can effectively handle occlusions in real-time at each frame independently, even when the only available data comes from ...
François Fleuret, Pascal Fua, Richard Lenga...
131
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ICML
2007
IEEE
16 years 4 months ago
Multi-armed bandit problems with dependent arms
We provide a framework to exploit dependencies among arms in multi-armed bandit problems, when the dependencies are in the form of a generative model on clusters of arms. We find ...
Sandeep Pandey, Deepayan Chakrabarti, Deepak Agarw...
215
Voted
POPL
2007
ACM
16 years 4 months ago
A typed intermediate language for compiling multiple inheritance
Type-preserving compilation can improve software reliability by generating code that can be verified independently of the compiler. Practical type-preserving compilation does not ...
Juan Chen
108
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ICRA
2006
IEEE
127views Robotics» more  ICRA 2006»
15 years 9 months ago
Controlling three Dimensional Swarms of Robots
— We address the problem of modeling and controlling a swarm of fully actuated point-like robots in three dimensions by generalizing the planar framework from [1]. We define a e...
Nathan Michael, Calin Belta, Vijay Kumar