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05/02/2022
Skeptical binary inferences in multi-label problems with sets of probabilities
In this paper, we consider the problem of making distributionally robust...
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07/15/2021
Multi-label Chaining with Imprecise Probabilities
We present two different strategies to extend the classical multi-label ...
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01/28/2021
Copula-based conformal prediction for Multi-Target Regression
There are relatively few works dealing with conformal prediction for mul...
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12/13/2019
From Shallow to Deep Interactions Between Knowledge Representation, Reasoning and Machine Learning (Kay R. Amel group)
This paper proposes a tentative and original survey of meeting points be...
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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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01/05/2018