Featuring three talks:

Hiding Among the Clones: A Simple and Nearly Optimal Analysis of Privacy Amplification by Shuffling Vitaly Feldman, Audra McMillan, Kunal Talwar

Adaptive Machine Unlearning Varun Gupta, Christopher Jung, Seth Neel, Aaron Roth, Saeed Sharifi-Malvajerdi, Chris Waites

A Practitioners Guide to Differentially Private Convex Optimization Ryan McKenna, Hristo Paskov, Kunal Talwar