Zhong-Xu Liu

Low-Rank Single-Index Bandits with Unknown Links: From Matrices to Tensors

Low-rank matrix and tensor bandits exploit structured interactions but typically assume a known reward link. Recent single-index bandit methods accommodate unknown links without directly exploiting matrix or tensor rank. We address this gap by studying stochastic matrix and tensor bandits with an unknown shared Lipschi...