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generalized self-concordance

2 papers

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Co-occurring keywords · papers mentioning both

convergence rate (2) primal gap (1) frank-wolfe algorithm (1) strong convexity (1) logistic regression (1) convex optimization (1) stochastic gradient descent (1)

Papers

Simple steps are all you need: Frank-Wolfe and generalized self-concordant functions NeurIPS 2021 Adaptivity of Averaged Stochastic Gradient Descent to Local Strong Convexity for Logistic Regression JMLR 2014