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permutation-based sgd
permutation-based sgd
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random reshuffling sgd
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small epoch regime
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incremental gradient descent
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condition number
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strongly convex
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Papers
Incremental Gradient Descent with Small Epoch Counts is Surprisingly Slow on Ill-Conditioned Problems
ICML 2025
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