3 citations · 6 across the 10 of their papers we have counts for
4 papers · 1 filter
The price of unfairness in linear bandits with biased feedback
Solenne Gaucher, Alexandra Carpentier, Christophe Giraud
In this paper, we study the problem of fair sequential decision making with biased linear bandit feedback. At each round, a player selects an action described by a covariate and by…
Optimality of variational inference for stochastic block model with missing links
Solenne Gaucher, Olga Klopp
Variational methods are extremely popular in the analysis of network data. Statistical guarantees obtained for these methods typically provide asymptotic normality for the problem…
Finite Continuum-Armed Bandits
Solenne Gaucher
We consider a situation where an agent has ressources to be allocated to a larger number of actions. Each action can be completed at most once and results in a stochastic r…
Maximum Likelihood Estimation of Sparse Networks with Missing Observations
Solenne Gaucher, Olga Klopp
Estimating the matrix of connections probabilities is one of the key questions when studying sparse networks. In this work, we consider networks generated under the sparse graphon…