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population excess risk
population excess risk
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dimension dependence
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empirical risk minimizer
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stochastic convex optimization
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gradient descent
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sample complexity
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Papers
The Dimension Strikes Back with Gradients: Generalization of Gradient Methods in Stochastic Convex Optimization
ALT 2025
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