12 citations · 13 across the 7 of their papers we have counts for
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cs.LG2026
Disease Is a Spectral Perturbation
John D. Mayfield, Matthew S. Rosen
We propose a novel method of understanding disease transformation from a healthy baseline with biomarker-level explainability. By modeling the biomarker covariance matrices of heal…
cs.LG2024
Probabilistic Contrastive Learning with Explicit Concentration on the Hypersphere
Hongwei Bran Li, Cheng Ouyang, Tamaz Amiranashvili +3
Self-supervised contrastive learning has predominantly adopted deterministic methods, which are not suited for environments characterized by uncertainty and noise. This paper intro…