@article{convexityofoptimizationcurveslocalsharpt, title = {Convexity of Optimization Curves: Local Sharp Thresholds, Robustness Impossibility, and New Counterexamples}, author = {Le Duc Hieu}, year = {2025}, eprint = {2509.08954}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.08954}, }