Shengchao Zhao

Numerical methods for distributed stochastic compositional optimization problems with aggregative structure

2024 · Optimization methods & software

The paper studies the distributed stochastic compositional optimization problems over networks, where all the agents' inner-level function is the sum of each agent's private expectation function. Focusing on the aggregative structure of the inner-level function, …