A Neural RDE approach for continuous-time non-Markovian stochastic control problems. - Melker Hoglund; Emilio Ferrucci; Camilo Hernández; Aitor Muguruza Gonzalez; Cristopher Salvi; Leandro Sánchez-Betancourt; Yufei Zhang 001 (CoRR, 2023)

Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes. - Georg Manten; Cecilia Casolo; Emilio Ferrucci; Søren Wengel Mogensen; Cristopher Salvi; Niki Kilbertus (ICLR, 2025)