Georgios Karagiannis

Structured Gaussian Processes for Uncertainty-Aware Classification of High-Dimensional, Small-Sampled Omics Data

Yue Zhang, Nandini Amit Gadhia, Georgios Karagiannis, Michalis Smyrnakis

Classifying heterogeneous omics data remains a fundamental challenge in computational biology, particularly in high-dimensional, small-sample settings where nonlinear interactions dominate and class imbalance further complicates reliable prediction of minority phenotypes. While t…Read more