177 citations · 446 across the 23 of their papers we have counts for
3 papers · 2 filters
Sequential model aggregation for production forecasting
Raphaël Deswarte, Véronique Gervais, Gilles Stoltz +1
Production forecasting is a key step to design the future development of a reservoir. A classical way to generate such forecasts consists in simulating future production for numeri…
Uniform regret bounds over for the sequential linear regression problem with the square loss
Pierre Gaillard, Sébastien Gerchinovitz, Malo Huard +1
We consider the setting of online linear regression for arbitrary deterministic sequences, with the square loss. We are interested in the aim set by Bartlett et al. (2015): obtain…
KL-UCB-switch: optimal regret bounds for stochastic bandits from both a distribution-dependent and a distribution-free viewpoints
Aurélien Garivier, Hédi Hadiji, Pierre Menard +1
We consider -armed stochastic bandits and consider cumulative regret bounds up to time . We are interested in strategies achieving simultaneously a distribution-free regret b…