Higher-order equilibrium tracking lets online EM estimators inherit batch central limit theorems and risk constants under EM-compressibility conditions.
arXiv preprint arXiv:2308.01481 , year =
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Improved batch-means rates for SGD covariance estimation plus a minimax-optimal trajectory-regression estimator achieving Θ(n^{-(1-α)/2}) for Hessian-free inference.
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Higher-Order Equilibrium Tracking for EM-Compressible Online Estimation
Higher-order equilibrium tracking lets online EM estimators inherit batch central limit theorems and risk constants under EM-compressibility conditions.
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Online Covariance Estimation in Averaged SGD: Improved Batch-Mean Rates and Minimax Optimality via Trajectory Regression
Improved batch-means rates for SGD covariance estimation plus a minimax-optimal trajectory-regression estimator achieving Θ(n^{-(1-α)/2}) for Hessian-free inference.