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stat.ML2022

Norm-Agnostic Linear Bandits

Spencer, Gales, Sunder Sethuraman +1

Linear bandits have a wide variety of applications including recommendation systems yet they make one strong assumption: the algorithms must know an upper bound on the norm of…