conftrace_

gradient method

36 papers

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Co-occurring keywords · papers mentioning both

gradient descent (7) convex optimization (5) convergence rate (4) non-convex optimization (4) stochastic gradient (4) stochastic optimization (4) matrix completion (3) convergence analysis (3) stochastic gradient descent (3) sinkhorn algorithm (2)

Papers

Learning a Single Neuron with Gradient Methods COLT 2020 A New Defense Against Adversarial Images: Turning a Weakness into a Strength NeurIPS 2019 A Stochastic Composite Gradient Method with Incremental Variance Reduction NeurIPS 2019 Necessary and Sufficient Geometries for Gradient Methods NeurIPS 2019 On the Convergence of Stochastic Gradient Descent with Adaptive Stepsizes AISTATS 2019 Fast Gradient-Based Methods with Exponential Rate: A Hybrid Control Framework ICML 2018 LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning NeurIPS 2018 SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives NeurIPS 2014 Scaled Gradients on Grassmann Manifolds for Matrix Completion NeurIPS 2012 Fast global convergence rates of gradient methods for high-dimensional statistical recovery NeurIPS 2010 Generalized Power Method for Sparse Principal Component Analysis JMLR 2010