Pinned
📰 Excited to share our new work on risk control in prediction! Multiple testing leads to practical calibration algorithms with PAC guarantees for any statistical error rate. Works with any model + data distribution!
arxiv.org/abs/2110.01052
#Statistics #MachineLearning
Thrilled to share Learn then Test, a tool to calibrate any model to control risk (eg. IOU, recall in object detection). No assns on model/data.
See arXiv arxiv.org/abs/2110.01052
+ Colab colab.research.google.com/github/aangelo…
✍️w/@stats_stephen, E.J. Candes, M.I. Jordan, @lihua_lei_stat! 🧵1/n
