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cs.LG2021★ 1 cited
Detecting Label Noise via Leave-One-Out Cross-Validation
Yu-Hang Tang, Yuanran Zhu, Wibe A. de Jong
We present a simple algorithm for identifying and correcting real-valued noisy labels from a mixture of clean and corrupted sample points using Gaussian process regression. A heter…
cs.LG2018
Prediction of Atomization Energy Using Graph Kernel and Active Learning
Yu-Hang Tang, Wibe A. de Jong
Data-driven prediction of molecular properties presents unique challenges to the design of machine learning methods concerning data structure/dimensionality, symmetry adaption, and…