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averaged solution

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Co-occurring keywords · papers mentioning both

adaptive polyak's heavy-ball (1) individual convergence (1) momentum parameter (1) exponential moving average (1) adaptive step size (1) stagewise learning (1) convergence analysis (1) convex optimization (1) non-convex optimization (1) stochastic gradient descent (1)

Papers

The Role of Momentum Parameters in the Optimal Convergence of Adaptive Polyak's Heavy-ball Methods ICLR 2021 Universal Stagewise Learning for Non-Convex Problems with Convergence on Averaged Solutions ICLR 2019