Privacy-Aware Collaborative and Distributed Bayesian Optimization

Aditya Rane, Sathwik Yamana, Paritosh Ramanan +2

We propose a collaborative meta-learning framework for distributed Bayesian optimization matching centralized performance without raw-data exchange. We show gradient sharing leaks…