Common Covariance Geometry and Certification for Brownian Kernel Ladders
cs.LG
Submitted: 2026-08-25
Updated: 2026-08-25
Terminology
Sources
- Deep Networks are Reproducing Kernel Chains
- Representation by Integrating Reproducing Kernels
- Distance covariance in metric spaces
- Brownian Kernel Ladders
- Equivalence of distance-based and RKHS-based statistics in hypothesis testing
- An Introduction to Matrix Concentration Inequalities
- Stochastic Variational Deep Kernel Learning
Related papers
- Polynomial-Augmented Neural Networks (PANNs) with Weak Orthogonality Constraints for Enhanced Function and PDE Approximation
- AIRL-S: Unifying Reinforcement Learning and Search-Based Test-Time Scaling via Adversarial Inverse Reinforcement Learning
- Transformers as Bayesian In-Context Experimenters: Smoothness-Adaptive Efficient ATE Estimation
- Convergence issues in Relational Concept Analysis based on AOC-posets
- Beliefs Beyond Posteriors: Local-Consistency Optimisation for Bayesian Neural Networks
- Understanding Diffusion Models via Ratio-Based Function Approximation with SignReLU Networks