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Showing 1 to 2 of 2 for “"Active hypothesis testing"”.
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Meta-Learning Exploration Strategies with Decision Transformers
… recommender systems, and educational testing, where data collection is costly and the effectiveness of exploration is critical. Efficient exploration in these contexts strongly depends on exploiting underlying structural relationships within the environment. For instance, recognizing …
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SEQUENTIAL DECISION MAKING FOR ACTIVE LEARNING AND INFERENCE IN ONLINE SETTINGS
… focuses on sequential decision making for active learning and inference in online settings. In particular, we consider the settings where the hypothesis space is large and labeled data are expensive. Examples include unusual activities in surveillance feedings, target search among large …