Practical, Robust, and Equitable Uncertainty Estimation
This is a post about a new paper that is joint work with Bastani, Gupta, Jung, Noarov, and Ramalingam. The paper is here: https://arxiv.org/abs/2206.01067 and here is a recording of a …
How to Estimate the Uncertainty of Predictions
This is a post about a new paper Online Multivalid Learning: Means, Moments, and Prediction Intervals, that is joint work with Varun Gupta, Christopher Jung, Georgy Noarov, and Mallesh Pai. …