Search Results for author: Thomas Morzadec

Found 2 papers, 1 papers with code

Robust PCA for Anomaly Detection and Data Imputation in Seasonal Time Series

no code implementations3 Aug 2022 Hong-Lan Botterman, Julien Roussel, Thomas Morzadec, Ali Jabbari, Nicolas Brunel

We propose a robust principal component analysis (RPCA) framework to recover low-rank and sparse matrices from temporal observations.

Anomaly Detection Imputation +2

MAPIE: an open-source library for distribution-free uncertainty quantification

3 code implementations25 Jul 2022 Vianney Taquet, Vincent Blot, Thomas Morzadec, Louis Lacombe, Nicolas Brunel

Estimating uncertainties associated with the predictions of Machine Learning (ML) models is of crucial importance to assess their robustness and predictive power.

Conformal Prediction Multi-class Classification +1

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