statistical performance
- Algorithm- and Data-Dependent Generalization Bounds for Diffusion Models
- Mixed-Sample SGD: an End-to-end Analysis of Supervised Transfer Learning
- On the Closed-Form of Flow Matching: Generalization Does Not Arise from Target Stochasticity
- On the Closed-Form of Flow Matching: Generalization Does Not Arise from Target Stochasticity
- Understanding Generalization in Physics Informed Models through Affine Variety Dimensions