5 citations · 5 across the 1 of their papers we have counts for
2 papers
stat.CO2022★ 5 cited
Efficient computation of the volume of a polytope in high-dimensions using Piecewise Deterministic Markov Processes
Augustin Chevallier, Frédéric Cazals, Paul Fearnhead
Computing the volume of a polytope in high dimensions is computationally challenging but has wide applications. Current state-of-the-art algorithms to compute such volumes rely on…
cs.LG2019
Low-Complexity Nonparametric Bayesian Online Prediction with Universal Guarantees
Alix Lhéritier, Frédéric Cazals
We propose a novel nonparametric online predictor for discrete labels conditioned on multivariate continuous features. The predictor is based on a feature space discretization indu…