conftrace_

source condition

5 papers

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Co-occurring keywords

kernel ridge regression (111) minimax estimator (3) large-dimensional asymptotics (1) non-parametric method (49) markov reward process (9) l2 convergence (1) overparameterized model (24) test error (12) instrumental variable regression (13) convergence rate (607)

Papers

Optimal Rates of Kernel Ridge Regression under Source Condition in Large Dimensions JMLR 2025
On the Saturation Effects of Spectral Algorithms in Large Dimensions NIPS 2024
Minimax Instrumental Variable Regression and $L_2$ Convergence Guarantees without Identification or Closedness COLT 2023
A Non-asymptotic Analysis of Non-parametric Temporal-Difference Learning NIPS 2022
Asymptotics of Ridge(less) Regression under General Source Condition AISTATS 2021