21 citations · 60 across the 15 of their papers we have counts for
3 papers · 1 filter
Query Completion Using Bandits for Engines Aggregation
Audrey Durand, Jean-Alexandre Beaumont, Christian Gagne +2
Assisting users by suggesting completed queries as they type is a common feature of search systems known as query auto-completion. A query auto-completion engine may use prior sign…
Streaming kernel regression with provably adaptive mean, variance, and regularization
Audrey Durand, Odalric-Ambrym Maillard, Joelle Pineau
We consider the problem of streaming kernel regression, when the observations arrive sequentially and the goal is to recover the underlying mean function, assumed to belong to an R…
Estimating Quality in Multi-Objective Bandits Optimization
Audrey Durand, Christian Gagné
Many real-world applications are characterized by a number of conflicting performance measures. As optimizing in a multi-objective setting leads to a set of non-dominated solutions…