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06/10/2023
Probabilistic Multi-Dimensional Classification
Multi-dimensional classification (MDC) can be employed in a range of app...
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research
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10/16/2022
Skeptical inferences in multi-label ranking with sets of probabilities
In this paper, we consider the problem of making skeptical inferences fo...
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06/23/2020
Learning Gradient Boosted Multi-label Classification Rules
In multi-label classification, where the evaluation of predictions is le...
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06/21/2020
On Aggregation in Ensembles of Multilabel Classifiers
While a variety of ensemble methods for multilabel classification have b...
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08/31/2019
Epistemic Uncertainty Sampling
Various strategies for active learning have been proposed in the machine...
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04/19/2019
