research
∙
01/25/2022
Online Active Learning with Dynamic Marginal Gain Thresholding
The blessing of ubiquitous data also comes with a curse: the communicati...
share
research
∙
01/07/2021
Distribution-Free, Risk-Controlling Prediction Sets
While improving prediction accuracy has been the focus of machine learni...
research
∙
09/29/2020
Uncertainty Sets for Image Classifiers using Conformal Prediction
Convolutional image classifiers can achieve high predictive accuracy, bu...
research
∙
06/24/2019