Ricci curvature
PulseAugur coverage of Ricci curvature — every cluster mentioning Ricci curvature across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
-
New Neural Tree Collaborative Filtering framework enhances recommender systems
Researchers have introduced Neural Tree Collaborative Filtering (NTCF), a novel framework that reframes graph collaborative filtering (GCF) by treating local neighborhoods as rooted trees. This approach assigns a node-s…
-
Discrete Ricci curvature offers lightweight protein fold classification
Researchers have developed a novel method for protein fold classification using discrete Ricci curvature on protein contact graphs. This approach generates a lightweight, 22-dimensional feature vector that outperforms l…
-
New ML frameworks boost protein-ligand binding affinity prediction
Two new machine learning frameworks, RicciBind and CPES, have been introduced for predicting protein-ligand binding affinity, a crucial step in drug discovery. RicciBind utilizes Ricci curvature and optimal transport to…
-
New privacy mechanism links geometric analysis, heat diffusion, and DP
Researchers have introduced a new privacy mechanism designed for data residing on Riemannian manifolds. This novel approach establishes connections between geometric analysis, heat diffusion models, and differential pri…