ML Anthology

Dougherty, Edward

4 publications

UAI 2024 Multi-Fidelity Bayesian Optimization with Multiple Information Sources of Input-Dependent Fidelity Mingzhou Fan, Byung-Jun Yoon, Edward Dougherty, Nathan Urban, Francis Alexander, Raymundo Arróyave, Xiaoning Qian
AISTATS 2021 Bayesian Active Learning by Soft Mean Objective Cost of Uncertainty Guang Zhao, Edward Dougherty, Byung-Jun Yoon, Francis J. Alexander, Xiaoning Qian
NeurIPS 2021 Efficient Active Learning for Gaussian Process Classification by Error Reduction Guang Zhao, Edward Dougherty, Byung-Jun Yoon, Francis Alexander, Xiaoning Qian
ICLR 2021 Uncertainty-Aware Active Learning for Optimal Bayesian Classifier Guang Zhao, Edward Dougherty, Byung-Jun Yoon, Francis Alexander, Xiaoning Qian