Explore cutting-edge algorithms for private federated data analysis in this invited talk from the PPML 2022 conference. Delve into low-communication techniques that offer optimal accuracy guarantees, advancing the field of privacy-preserving machine learning. Gain insights into the latest developments in secure multi-party computation and federated learning, presented by a leading expert in the field.