발행물
컨퍼런스
International Conference on Machine Learning (ICML)
2022
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Sequential Covariate Shift Detection Using Classifier Two-Sample Tests
International Conference on Learning Representations (ICLR)
PAC Prediction Sets Under Covariate Shift
2021
PAC Confidence Predictions for Deep Neural Network Classifiers
Association for the Advancement of Artificial Intelligence (AAAI)
iDECODe: In-distribution Equivariance for Conformal Out-of-distribution Detection
International Conference on Artificial Intelligence and Statistics (AISTATS)
2020
Calibrated prediction with covariate shift via unsupervised domain adaptation