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papers

Publications (10)

On the Stability and the Approximation of Branching Distribution Flows, with Applications to Nonlinear Multiple Target Filtering

Francois Caron, Pierre Del Moral, Michele Pace +1

Generalized Polya Urn for Time-varying Dirichlet Process Mixtures

Francois Caron, Manuel Davy, Arnaud Doucet

Particle approximation of the intensity measures of a spatial branching point process arising in multi-target tracking

Francois Caron, Pierre Del Moral, Arnaud Doucet +1

Bayesian nonparametric image segmentation using a generalized Swendsen-Wang algorithm

Richard Yi Da Xu, Francois Caron, Arnaud Doucet

A Hierarchical Bayesian Framework for Constructing Sparsity-inducing Priors

Anthony Lee, Francois Caron, Arnaud Doucet +1

Bayesian nonparametric models for ranked data

Francois Caron, Yee Whye Teh

Efficient Bayesian Inference for Generalized Bradley-Terry Models

Francois Caron, Arnaud Doucet

Bayesian Sparsity-Path-Analysis of Genetic Association Signal using Generalized t Priors

Anthony Lee, Francois Caron, Arnaud Doucet +1

Plackett-Luce regression: A new Bayesian model for polychotomous data

Cedric Archambeau, Francois Caron

Scalable Bayesian nonparametric regression via a Plackett-Luce model for conditional ranks

Tristan Gray-Davies, Chris Holmes, Francois Caron