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20132026
most citedTabular Machine Learning Methods for Predicting Gas Turbine Emissions

20 citations

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stat.ML2022

Simultaneous off-the-grid learning of mixtures issued from a continuous dictionary

Cristina Butucea, Jean-François Delmas, Anne Dutfoy +1

In this paper we observe a set, possibly a continuum, of signals corrupted by noise. Each signal is a finite mixture of an unknown number of features belonging to a continuous dict…

stat.ML2022★ 3 cited

Off-the-grid learning of mixtures from a continuous dictionary

Cristina Butucea, Jean-François Delmas, Anne Dutfoy +1

We consider a general non-linear model where the signal is a finite mixture of an unknown, possibly increasing, number of features issued from a continuous dictionary parameterized…

stat.ML2022★ 17 cited

Adaptive Conformal Predictions for Time Series

Margaux Zaffran, Aymeric Dieuleveut, Olivier Féron +2

Uncertainty quantification of predictive models is crucial in decision-making problems. Conformal prediction is a general and theoretically sound answer. However, it requires excha…