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cs.LG2026
Effects of Training Data Quality on Classifier Performance
Alan F. Karr, Regina Ruane
We describe extensive numerical experiments assessing and quantifying how classifier performance depends on the quality of the training data, a frequently neglected component of th…
cs.LG2025
Radial Compensation: The Inverse Base-Distribution Problem for Chart-Based Generative Models on Riemannian Manifolds
Marios Papamichalis, Regina Ruane
Latent-variable models on spheres and hyperbolic spaces usually draw a Gaussian in the tangent space at a base point and push it onto the manifold. On these spaces the distance fro…