Using NLP on news headlines to predict index trends. - Marc Velay; Fabrice Daniel (CoRR, 2018)

Stock Chart Pattern recognition with Deep Learning. - Marc Velay; Fabrice Daniel (CoRR, 2018)

Seq2Seq and Multi-Task Learning for joint intent and content extraction for domain specific interpreters. - Marc Velay; Fabrice Daniel (CoRR, 2018)

Adversarial vs behavioural-based defensive AI with joint, continual and active learning: automated evaluation of robustness to deception, poisoning and concept drift. - Alexandre Dey; Marc Velay; Jean-Philippe Fauvelle; Sylvain Navers (CoRR, 2020)

Benchmarking Robustness of Deep Reinforcement Learning approaches to Online Portfolio Management. - Marc Velay; Bich-Liên Doan; Arpad Rimmel; Fabrice Popineau; Fabrice Daniel (INISTA, 2023)