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Dynamic Exploration-Exploitation Trade-Off in Active Learning Regression with Bayesian Hierarchical Modeling
Various approaches of active learning have been proposed in the literature, however, they either focus on exploration or exploitation in the design space.
Consistent estimation of the max-flow problem: Towards unsupervised image segmentation
In this work, we present a fully unsupervised segmentation approach using a continuous max-flow formulation over the image domain while optimally estimating the flow parameters from the image characteristics.
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