一作NeurIPS 2026Poster· Optimization / Stochastic & Convex OptimizationHessian-Dependent Sample Complexity in Zeroth-Order Stochastic Optimization: Suboptimality of Convex-Support Sampling and Optimal Sample ComplexityMengtian Hong · Jason Lee · Qian YuOpenReview