Meta Learning in Bandits within Shared Affine Subspaces

Steven Bilaj, Sofien Dhouib, Setareh Maghsudi

We study the problem of meta-learning several contextual stochastic bandits tasks by leveraging their concentration around a low-dimensional affine subspace, which we learn via onl…