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asymptotic bia

5 papers

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Co-occurring keywords

mean squared error (69) out-of-sample performance (3) plug-in approach (1) coverage accuracy (1) step size (26) variance analysis (31) weak convergence (10) distributionally robust estimator (1) poisson regression (9) constant step size (4)

Papers

Is Cross-validation the Gold Standard to Estimate Out-of-sample Model Performance? NIPS 2024
Adjusted Wasserstein Distributionally Robust Estimator in Statistical Learning JMLR 2024
The Collusion of Memory and Nonlinearity in Stochastic Approximation With Constant Stepsize NIPS 2024
On Overfitting and Asymptotic Bias in Batch Reinforcement Learning with Partial Observability (Extended Abstract) IJCAI 2020
Exploration of the (Non-)Asymptotic Bias and Variance of Stochastic Gradient Langevin Dynamics JMLR 2016