The paper refines and extends the batched kernelized bandits problem, optimizing batch numbers and regret bounds.

Chenkai Ma, Keqin Chen, Jonathan Scarlett

Efficient approximation of analytic and L^p functions using height-augmented ReLU networks, significantly improving approximation rates.

ZeYu Li, FengLei Fan, TieYong Zeng