Sampling Theory Articles

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6/11/2021 • EN

Where Are Pixels? -- a Deep Learning Perspective

Explores how images are discretized into pixels, the impact of sampling grids on deep learning models, and inconsistencies in image processing libraries.

Cnn computer vision Deep Learning image processing Sampling Theory

Yuxin Wu

4/30/2019 • EN

Local asymptotic minimax, and nearly-true models

Explores statistical efficiency of estimators in nearly-true regression models under two-phase sampling, focusing on local asymptotic minimax theory.

Asymptotic Theory Regression Models Sampling Theory Semiparametric Efficiency Statistical Inference

Thomas Lumley

Sampling Theory Articles

Where Are Pixels? -- a Deep Learning Perspective

Local asymptotic minimax, and nearly-true models

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