Time-Uniform Self-Normalized Concentration for Vector-Valued Processes

Justin Whitehouse, Zhiwei Steven Wu, Aaditya Ramdas

Self-normalized processes arise naturally in many learning-related tasks. While self-normalized concentration has been extensively studied for scalar-valued processes, there are fe…