130 citations · 357 across the 15 of their papers we have counts for
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stat.ML2021
Multi-label Chaining with Imprecise Probabilities
Yonatan Carlos Carranza Alarcón, Sébastien Destercke
We present two different strategies to extend the classical multi-label chaining approach to handle imprecise probability estimates. These estimates use convex sets of distribution…
cs.LG2021
Copula-based conformal prediction for Multi-Target Regression
Soundouss Messoudi, Sébastien Destercke, Sylvain Rousseau
There are relatively few works dealing with conformal prediction for multi-task learning issues, and this is particularly true for multi-target regression. This paper focuses on th…