33 citations · 42 across the 3 of their papers we have counts for
3 papers
cs.LG2023★ 4 cited
Simple and Fast Group Robustness by Automatic Feature Reweighting
Shikai Qiu, Andres Potapczynski, Pavel Izmailov +1
A major challenge to out-of-distribution generalization is reliance on spurious features -- patterns that are predictive of the class label in the training data distribution, but n…
stat.AP2016★ 5 cited
Estimating Cross-validatory Predictive P-values with Integrated Importance Sampling for Disease Mapping Models
Longhai Li, Cindy X. Feng, Shi Qiu
An important statistical task in disease mapping problems is to identify divergent regions with unusually high or low risk of disease. Leave-one-out cross-validatory (LOOCV) model…
stat.ME2014★ 33 cited
Approximating Cross-validatory Predictive Evaluation in Bayesian Latent Variables Models with Integrated IS and WAIC
Longhai Li, Shi Qiu, Bei Zhang +1
A natural method for approximating out-of-sample predictive evaluation is leave-one-out cross-validation (LOOCV) --- we alternately hold out each case from a full data set and then…