A kernel-based stochastic approximation framework for contextual optimization

Hao Cao, Jian-Qiang Hu, Jiaqiao Hu

We present a kernel-based stochastic approximation (KBSA) framework for solving contextual stochastic optimization problems with differentiable objective functions. The framework o…