3 citations · 3 across the 2 of their papers we have counts for
3 papers
math.ST2021
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…
math.ST2020★ 3 cited
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…
stat.ML2019
Outliers Detection in Networks with Missing Links
Solenne Gaucher, Olga Klopp, Geneviève Robin
Outliers arise in networks due to different reasons such as fraudulent behavior of malicious users or default in measurement instruments and can significantly impair network analys…