@article{graphdimensionalityreductionforcontextua, title = {Graph Dimensionality Reduction for Contextual Bandits: Structure-Specific Regret Bounds under Approximate Smoothness and Noisy Eigenspaces}, author = {Joyanta Jyoti Mondal and Ibne Farabi Shihab and Anuj Sharma}, year = {2026}, eprint = {2606.27917}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.27917}, }