Concentration of discrepancy-based approximate Bayesian computation via Rademacher complexity

Sirio Legramanti, Daniele Durante, Pierre Alquier

There has been increasing interest on summary-free solutions for approximate Bayesian computation (ABC) which replace distances among summaries with discrepancies between the empir…