least squares estimator

Prediction Risk and Estimation Risk of the Ridgeless Least Squares Estimator under General Assumptions on Regression Errors ICLR 2025 Dropout Regularization Versus l2-Penalization in the Linear Model JMLR 2024 On Least Square Estimation in Softmax Gating Mixture of Experts ICML 2024 An Efficient Minimax Optimal Estimator For Multivariate Convex Regression COLT 2022 Estimation of Local Average Treatment Effect by Data Combination AAAI 2022 Learning with little mixing NeurIPS 2022 Single Trajectory Nonparametric Learning of Nonlinear Dynamics COLT 2022 Asymptotic Normality and Confidence Intervals for Prediction Risk of the Min-Norm Least Squares Estimator ICML 2021 A Finite-Sample Deviation Bound for Stable Autoregressive Processes L4DC 2020 Optimal Estimation and Completion of Matrices with Biclustering Structures JMLR 2016 Scaled Least Squares Estimator for GLMs in Large-Scale Problems NeurIPS 2016 Near-optimal max-affine estimators for convex regression AISTATS 2015 Random Design Analysis of Ridge Regression COLT 2012