conftrace_

statistical optimality

8 papers

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Co-occurring keywords · papers mentioning both

distributed learning (2) generalization theory (1) averaging estimator (1) tensor estimation (1) kernel methods (1) data interpolation (1) partition-based estimation (1) multiple pass (1) distributed regression (1) smoothing spline (1)

Papers

All-Purpose Mean Estimation over R AAAI 2026 Statistically Optimal K-means Clustering via Nonnegative Low-rank Semidefinite Programming ICLR 2024 Low-rank Tensor Estimation via Riemannian Gauss-Newton: Statistical Optimality and Second-Order Convergence JMLR 2023 Sobolev Acceleration and Statistical Optimality for Learning Elliptic Equations via Gradient Descent NeurIPS 2022 Does data interpolation contradict statistical optimality? AISTATS 2019 Statistical Optimality of Stochastic Gradient Descent on Hard Learning Problems through Multiple Passes NeurIPS 2018 Computational Limits of A Distributed Algorithm for Smoothing Spline JMLR 2017 Divide and Conquer Kernel Ridge Regression COLT 2013