2 papers
stat.ME2024
Uncertainty Quantification With Multiple Sources
Mufang Ying, Wenge Guo, Koulik Khamaru +1
Weighted conformal prediction (WCP) has been commonly used to quantify prediction uncertainty under covariate shift. However, the effectiveness of WCP relies heavily on the degree…
stat.ML2024
A Unified Gaussian Process for Branching and Nested Hyperparameter Optimization
Jiazhao Zhang, Ying Hung, Chung-Ching Lin +1
Choosing appropriate hyperparameters plays a crucial role in the success of neural networks as hyper-parameters directly control the behavior and performance of the training algori…