← Search

Hyunghoon Cho

2 accepted papers

2022

K-SALSA: K-Anonymous Synthetic Averaging of Retinal Images via Local Style Alignment

ECCV 2022poster

"The application of modern machine learning to retinal image analyses offers valuable insights into a broad range of human health conditions beyond ophthalmic diseases. Additionally, data sharing is key to fully realizing the potential of machine learning models by providing a rich and diverse colle…

2019

Large-Margin Classification in Hyperbolic Space

AISTATS 2019poster

Representing data in hyperbolic space can effectively capture latent hierarchical relationships. To enable accurate classification of points in hyperbolic space while respecting their hyperbolic geometry, we introduce hyperbolic SVM, a hyperbolic formulation of support vector machine classifiers, an…