Announcing the first Machine Unlearning Challenge

Deep learning has recently driven tremendous progress in a wide array of applications, ranging from realistic image generation and impressive retrieval systems to language models that can hold human-like conversations. While this progress is very exciting, the widespread use of deep neural network models requires caution: as guided by Google’s AI Principles, we seek to develop AI technologies responsibly by understanding and mitigating potential risks, such as the …

applications challenge conversations deep learning deep neural network differential privacy google human human-like image image generation language language models machine network neural network progress research retrieval scientists security and privacy systems