conftrace_

∑₁-norm

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dimensional dependence (1) gradient noise variance (1) adagrad (1) sgd (1) stationary point (1)

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Provable Complexity Improvement of AdaGrad over SGD: Upper and Lower Bounds in Stochastic Non-Convex Optimization COLT 2025