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conftrace_

second-order convergence

4 papers

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Co-occurring keywords · papers mentioning both

non-convex optimization (2) preconditioned stochastic gradient descent (1) biased (1) td(0) learning (1) actor critic (1) proximal alternating minimization (1) function evaluation (1) second-order stationary point (1) saddle point (1) adaptive gradient method (1)

Papers

On the Second-Order Convergence of Biased Policy Gradient Algorithms ICML 2024 On the Second-order Convergence Properties of Random Search Methods NeurIPS 2021 Alternating Minimizations Converge to Second-Order Optimal Solutions ICML 2019 Escaping Saddle Points with Adaptive Gradient Methods ICML 2019