output
20132025
most citedData Augmentation in High Dimensional Low Sample Size Setting Using a Geometry-Based Variational Autoencoder

103 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2016Show all

3 papers · 1 filter

stat.ML2016★ 6 cited

Linear Thompson Sampling Revisited

Marc Abeille, Alessandro Lazaric

We derive an alternative proof for the regret of Thompson sampling (\ts) in the stochastic linear bandit setting. While we obtain a regret bound of order $\widetilde{O}(d^{3/2}\sqr…

stat.ML2016★ 1 cited

C-mix: a high dimensional mixture model for censored durations, with applications to genetic data

Simon Bussy, Agathe Guilloux, Stéphane Gaïffas +1

We introduce a mixture model for censored durations (C-mix), and develop maximum likelihood inference for the joint estimation of the time distributions and latent regression param…

q-bio.QM2016★ 10 cited

Systematic reviews in paediatric multiple sclerosis and Creutzfeldt-Jakob disease exemplify shortcomings in methods used to evaluate therapies in rare conditions

Steffen Unkel, Christian Röver, Nigel Stallard +4

BACKGROUND: Randomized controlled trials (RCTs) are the gold standard design of clinical research to assess interventions. However, RCTs cannot always be applied for practical or e…