41 citations · 41 across the 3 of their papers we have counts for
3 papers
stat.ML2018
Bayesian inference for bivariate ranks
Simon Guillotte, François Perron, Johan Segers
A recommender system based on ranks is proposed, where an expert's ranking of a set of objects and a user's ranking of a subset of those objects are combined to make a prediction o…
math.ST2009
Nonparametric Bayesian Inference on Bivariate Extremes
Simon Guillotte, Francois Perron, Johan Segers
The tail of a bivariate distribution function in the domain of attraction of a bivariate extreme-value distribution may be approximated by the one of its extreme-value attractor. T…
math.PR2004★ 41 cited
Optimal Hoeffding bounds for discrete reversible Markov chains
Carlos A. Leon, Francois Perron
We build optimal exponential bounds for the probabilities of large deviations of sums \sum_{k=1}^nf(X_k) where (X_k) is a finite reversible Markov chain and f is an arbitrary bound…