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adaptive method

32 papers

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Co-occurring keywords · papers mentioning both

stochastic optimization (9) stochastic gradient descent (6) convex optimization (5) convergence rate (4) first-order method (3) convergence guarantee (3) regret bound (3) learning rate (3) neural network optimization (3) non-convex optimization (3)

Papers

Online Adaptive Methods, Universality and Acceleration NeurIPS 2018 The Marginal Value of Adaptive Gradient Methods in Machine Learning NeurIPS 2017 Adaptive Averaging in Accelerated Descent Dynamics NeurIPS 2016 MetaGrad: Multiple Learning Rates in Online Learning NeurIPS 2016 Pliable Rejection Sampling ICML 2016 Localization and Adaptation in Online Learning AISTATS 2013 No more pesky learning rates ICML 2013