2 papers
stat.ML2026
Convex Distance Operator Transport: A Convex and Geometry-Preserving Formulation
Junhyoung Chung, Euijong Song, Won Hwa Kim +1
We introduce Convex Distance Operator Transport (CDOT), the first convex optimal transport framework that aligns distributions across heterogeneous domains by jointly preserving fe…
cs.CV2024
Learning Multi-resolution Graph Edge Embedding for Discovering Brain Network Dysfunction in Neurological Disorders
Xin Ma, Guorong Wu, Seong Jae Hwang +1
Tremendous recent literature show that associations between different brain regions, i.e., brain connectivity, provide early symptoms of neurological disorders. Despite significant…