Naveen K. D. Venkategowda

Privacy-Preserving Distributed Zeroth-Order Optimization

2020 · arXiv (Cornell University)

We develop a privacy-preserving distributed algorithm to minimize a regularized empirical risk function when the first-order information is not available and data is distributed over a multi-agent network. We employ a zeroth-order method to minimize …