Parametric Rates for Nonparametric Conditional-Moment Bilevel Optimization

arXiv:2605.21341 · stat.ML, cs.LG · Submitted 2026-05-20 · Read on arXiv

stat.ML, cs.LG

Submitted: 2026-05-20

Updated: 2026-10-26

Terminology

• Benchmark — 2× in this paper · explained in 2 episodes
• Asymptotic Normality — 1× in this paper · explained in 2 episodes
• Bilevel Optimization — 1× in this paper · explained in 2 episodes

Related papers

• Behavior of prediction performance metrics with rare events
• Optimal Estimation of Generic Dynamics by Path-Dependent Neural Jump ODEs
• A Posterior-Dynamics Framework for Imaging Inverse Problems with Pretrained Diffusion Priors
• Scalable Posterior Uncertainty for Flexible Density-Based Clustering
• A Transport Geometry of Benign Overfitting
• Efficient quadratic entropy with distance sketches