minimax optimal rate

Optimal Rates for Averaged Stochastic Gradient Descent under Neural Tangent Kernel Regime ICLR 2021 Rate-Optimal Subspace Estimation on Random Graphs NeurIPS 2021 Regularization Matters: A Nonparametric Perspective on Overparametrized Neural Network AISTATS 2021 Adaptivity of deep ReLU network for learning in Besov and mixed smooth Besov spaces: optimal rate and curse of dimensionality ICLR 2019 Classification with unknown class-conditional label noise on non-compact feature spaces COLT 2019 DBSCAN++: Towards fast and scalable density clustering ICML 2019 Kernel Instrumental Variable Regression NeurIPS 2019 Parallelizing Spectrally Regularized Kernel Algorithms JMLR 2018 Divide and Conquer Kernel Ridge Regression: A Distributed Algorithm with Minimax Optimal Rates JMLR 2015 A Convex Formulation for Mixed Regression with Two Components: Minimax Optimal Rates COLT 2014 Early Stopping and Non-parametric Regression: An Optimal Data-dependent Stopping Rule JMLR 2014 Optimal rates for k-NN density and mode estimation NeurIPS 2014 Tighten after Relax: Minimax-Optimal Sparse PCA in Polynomial Time NeurIPS 2014