Sample Complexity and Representation Ability of Test-time Scaling Paradigms - Huang, Baihe; Li, Shanda; Wu, Tianhao; Yang, Yiming; Talwalkar, Ameet; Ramchandran, Kannan; Jordan, Michael; Jiao, Jiantao (International Conference on Learning Representations, 2026)