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uniform consistency

3 papers

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Co-occurring keywords · papers mentioning both

k-nearest neighbor regression (1) non-asymptotic rate (1) linear gaussian model (1) pc algorithm (1) regression function (1) markov equivalence class (1) causal effect (1) high-dimensional statistics (1) ridge regression (1)

Papers

A Uniformly Consistent Estimator of non-Gaussian Causal Effects Under the k-Triangle-Faithfulness Assumption CLeaR 2022 Uniform Consistency of Cross-Validation Estimators for High-Dimensional Ridge Regression AISTATS 2021 Non-Asymptotic Uniform Rates of Consistency for k-NN Regression AAAI 2019