HowDataAugmentationaffectsOptimizationfor LinearRegression

Feb-8-2026, 09:57:57 GMT–Neural Information Processing Systems

Our approach interprets augmented (S)GD as a stochastic optimization method foratime-varying sequence ofproxylosses.

artificial intelligence, augmentation, machine learning, (16 more...)

Neural Information Processing Systems

Feb-8-2026, 09:57:57 GMT

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How Data Augmentation affects Optimization for Linear Regression

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