86 citations · 86 across the 1 of their papers we have counts for
3 papers
Algorithms for Non-Stationary Generalized Linear Bandits
Yoan Russac, Olivier Cappé, Aurélien Garivier
The statistical framework of Generalized Linear Models (GLM) can be applied to sequential problems involving categorical or ordinal rewards associated, for instance, with clicks, l…
Sequential ranking under random semi-bandit feedback
Hossein Vahabi, Paul Lagrée, Claire Vernade +1
In many web applications, a recommendation is not a single item suggested to a user but a list of possibly interesting contents that may be ranked in some contexts. The combinatori…
Estimation of cosmological parameters using adaptive importance sampling
Darren Wraith, Martin Kilbinger, Karim Benabed +5
We present a Bayesian sampling algorithm called adaptive importance sampling or Population Monte Carlo (PMC), whose computational workload is easily parallelizable and thus has the…