#NeurIPS2023 outstanding papers

The thirty-seventh Conference on Neural Information Processing Systems (NeurIPS 2023) is underway in New Orleans. At the official opening session of the conference on Monday evening, the outstanding papers were announced. The awards comprised two outstanding main track paper awards, two outstanding main track runner-ups, two outstanding datasets and benchmark track papers, and the annual test of time award. Abstract: We propose a scheme for auditing differentially private machine learning systems with a single training run. This exploits the parallelism of being able to add or remove multiple training examples independently.