Author

Alexandre Gaffet

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Jul 2026

Early Failure Prediction from Near-Anomaly Detection: A Proactive Approach

Experimental results show that CANARI outperforms the compared baselines that generally use a dual-threshold mechanism (one for anomalies and one for near-anomalies) and provides a proactive solution for anticipating anomalies before they occur, offering a promising approach for resilience, predictive maintenance, and...

Léa Billet, Louise Travé-Massuyès, E. Chanthery et al. · arXiv.org · 0 citations

Jul 2026

CLOE: Christoffel Loss Autoencoder for Anomaly Detection

CLOE, a new method that combines an autoencoder for dimensionality reduction with a Christoffel Function--based detector applied in the latent space, is introduced and a novel loss function that leverages the Christoffel Function to guide the autoencoder toward representations that better capture the support of the nor...

Léa Billet, Louise Travé-Massuyès, E. Chanthery et al. · arXiv.org · 2 citations