1 code implementation • 14 Jun 2023 • Charles K. Assaad, Daria Bystrova, Julyan Arbel, Emilie Devijver, Eric Gaussier, Wilfried Thuiller
Constraint-based and noise-based methods have been proposed to discover summary causal graphs from observational time series under strong assumptions which can be violated or impossible to verify in real applications.
2 code implementations • pproximateinference AABI Symposium 2021 • Daria Bystrova, Julyan Arbel, Guillaume Kon Kam King, François Deslandes
In Bayesian nonparametrics, knowledge of the prior distribution induced on the number of clusters is key for prior specification and calibration.