# Pr'ediction optimale pour un mod`ele ordinal `a covariables fonctionnelles

arXiv: https://arxiv.org/abs/2506.18615 · HTML: https://mlsanity.com/paper/2506.18615/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 0 of its 7 references that are in the map.
- First posted on arXiv 23 Jun 2025.

## Abstract (arXiv)

We present a prediction framework for ordinal models: we introduce optimal predictions using loss functions and give the explicit form of the Least-Absolute-Deviation prediction for these models. Then, we reformulate an ordinal model with functional covariates to a classic ordinal model with multiple scalar covariates. We illustrate all the proposed methods and try to apply these to a dataset collected by EssilorLuxottica for the development of a control algorithm for the shade of connected glasses.