Comparison-Based Algorithms for One-Dimensional Stochastic Convex Optimization

Xi Chen, Qihang Lin, Zizhuo Wang

Stochastic optimization finds a wide range of applications in operations research and management science. However, existing stochastic optimization techniques usually require the i…