2 papers
cs.LG2026
Domain Generalization for Time Series: Enhancing Drilling Regression Models for Stick-Slip Index Prediction
Hana Yahia, Bruno Figliuzzi, Florent Di Meglio +3
This paper provides a comprehensive comparison of domain generalization techniques applied to time series data within a drilling context, focusing on the prediction of a continuous…
eess.IV2025
Optimal Transport Based Hyperspectral Unmixing for Highly Mixed Observations
D. Doutsas, B. Figliuzzi
We propose a novel approach based on optimal transport (OT) for tackling the problem of highly mixed data in blind hyperspectral unmixing. Our method constrains the distribution of…