75 citations · 75 across the 2 of their papers we have counts for
2 papers
cs.AI2017
Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets
Luana Micallef, Iiris Sundin, Pekka Marttinen +5
Providing accurate predictions is challenging for machine learning algorithms when the number of features is larger than the number of samples in the data. Prior knowledge can impr…
cs.LG2014★ 75 cited
Best-Arm Identification in Linear Bandits
Marta Soare, Alessandro Lazaric, Rémi Munos
We study the best-arm identification problem in linear bandit, where the rewards of the arms depend linearly on an unknown parameter and the objective is to return the arm wi…