Sim-to-Real Domain Adaptation For High Energy Physics

no code implementations • 17 Dec 2019 • Marouen Baalouch, Maxime Defurne, Jean-Philippe Poli, Noëlie Cherrier

Particle physics or High Energy Physics (HEP) studies the elementary constituents of matter and their interactions with each other.

Domain Adaptation Vocal Bursts Intensity Prediction

Embedded Constrained Feature Construction for High-Energy Physics Data Classification

no code implementations • 17 Dec 2019 • Noëlie Cherrier, Maxime Defurne, Jean-Philippe Poli, Franck Sabatié

Before any publication, data analysis of high-energy physics experiments must be validated.

Classification General Classification +1

Consistent Feature Construction with Constrained Genetic Programming for Experimental Physics

no code implementations • 17 Aug 2019 • Noëlie Cherrier, Jean-Philippe Poli, Maxime Defurne, Franck Sabatié

To the best of our knowledge, it is the first time a method is proposed for interpretable feature construction with units of measurement, and that experts in high-energy physics validate the overall approach as well as the interpretability of the built features.

General Classification