2 papers
math.ST2026
Bayesian Adversarial Privacy
Cameron Bell, Timothy Johnston, Antoine Luciano +1
Theoretical and applied research into privacy encompasses an incredibly broad swathe of differing approaches, emphasis and aims. This work introduces a new quantitative notion of p…
stat.ME2025
Permutations accelerate Approximate Bayesian Computation
Antoine Luciano, Charly Andral, Christian P. Robert +1
Approximate Bayesian Computation (ABC) methods have become essential tools for performing inference when likelihood functions are intractable or computationally prohibitive. Howeve…