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bias-variance tradeoff

32 papers

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Co-occurring keywords

bias-variance trade-off (21) generalization error (285) neural network (6616) model averaging (62) ensemble learning (1274) stochastic optimization (1060) bias variance tradeoff (25) k-nearest neighbor (152) least squares regression (49) knowledge distillation (3725)

Papers

Sketched Ridge Regression: Optimization Perspective, Statistical Perspective, and Model Averaging JMLR 2018
Optimal Estimation of Derivatives in Nonparametric Regression JMLR 2016
k*-Nearest Neighbors: From Global to Local NIPS 2016
On Semi-Supervised Linear Regression in Covariate Shift Problems JMLR 2015
Averaged Least-Mean-Squares: Bias-Variance Trade-offs and Optimal Sampling Distributions AISTATS 2015
Non-Parametric Modeling of Partially Ranked Data JMLR 2008
Managing Diversity in Regression Ensembles JMLR 2005