A Stochastic Optimization Framework for Private and Fair Learning From Decentralized Data

Devansh Gupta, A. S. Poornash, Andrew Lowy +1

Machine learning models are often trained on sensitive data (e.g., medical records and race/gender) that is distributed across different "silos" (e.g., hospitals). These federated…