Is Spectral Self-Supervised Learning a Minimax Optimal Method of Density Ratio Estimation?
math.ST, stat.TH
Submitted: 2026-10-22
Updated: 2026-10-22
Terminology
Related papers
- Conformal Prediction for Dyadic Regression Under Complex Missingness
- Sharp Asymptotic Theory of Maximum Likelihood Estimation for Gaussian Processes with an RBF Kernel
- Bentkus-type asymptotic e-values
- High-Dimensional Asymptotics of Differentially Private PCA
- A proximal gradient algorithm for composite log-concave sampling
- KL Convergence Guarantees for Score diffusion models under minimal data assumptions