2 citations · 3 across the 4 of their papers we have counts for
3 papers · 1 filter
Top- Pareto Bandits: Hypervolume Regret for Multi-Objective Slate Selection
Nicolas Gutowski, Fabien Chhel, Alexandre Letard +1
We consider a stochastic multi-objective bandit problem where, at each round, the agent selects a slate of arms and observes their -dimensional reward vectors under semi-ban…
miditok: A Python package for MIDI file tokenization
Nathan Fradet, Jean-Pierre Briot, Fabien Chhel +2
Recent progress in natural language processing has been adapted to the symbolic music modality. Language models, such as Transformers, have been used with symbolic music for a vari…
Partial Bandit and Semi-Bandit: Making the Most Out of Scarce Users' Feedback
Alexandre Letard, Tassadit Amghar, Olivier Camp +1
Recent works on Multi-Armed Bandits (MAB) and Combinatorial Multi-Armed Bandits (COM-MAB) show good results on a global accuracy metric. This can be achieved, in the case of recomm…