conftrace_

self-concordant function

9 papers

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Co-occurring keywords · papers mentioning both

newton method (3) linear convergence (2) logistic regression (2) convex optimization (2) nonsmooth regularization (1) preconditioned conjugate gradient (1) low-rank update (1) non-smooth convex function (1) step size selection (1) variable metric (1)

Papers

Sketch-and-Project Meets Newton Method: Global $O(1/k^2)$ Convergence with Low-Rank Updates AISTATS 2025 A Unified Confidence Sequence for Generalized Linear Models, with Applications to Bandits NeurIPS 2024 Fast and Furious Convergence: Stochastic Second Order Methods under Interpolation AISTATS 2020 Self-Concordant Analysis of Frank-Wolfe Algorithms ICML 2020 Globally Convergent Newton Methods for Ill-conditioned Generalized Self-concordant Losses NeurIPS 2019 Stochastic Adaptive Quasi-Newton Methods for Minimizing Expected Values ICML 2017 Composite Self-Concordant Minimization JMLR 2015 DiSCO: Distributed Optimization for Self-Concordant Empirical Loss ICML 2015 A proximal Newton framework for composite minimization: Graph learning without Cholesky decompositions and matrix inversions ICML 2013