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- Global non-asymptotic super-linear convergence rates of regularized proximal quasi-Newton methods on non-smooth composite problems
Published 2024/10/20 by Shida Wang, Jalal Fadili, Peter Ochs - Performance Estimation for Smooth and Strongly Convex Sets
Published 2024/10/18 by Alan Luner, Benjamin Grimmer - Sensitivity analysis for linear changes of the constraint matrix of a linear program
Published 2024/10/18 by bmiftari, Quentin Louveaux - Single-Timescale Multi-Sequence Stochastic Approximation Without Fixed Point Smoothness: Theories and Applications
Published 2024/10/18 by Yue Huang, Zhaoxian Wu, Shiqian Ma, Qing Ling - A stochastic primal-dual splitting algorithm with variance reduction for composite optimization problems
Published 2024/10/16 by Dimitri Papadimitriou - Column Elimination: An Iterative Approach to Solving Integer Programs
Published 2024/10/15 by Anthony Karahalios, Willem-Jan van Hoeve - Adaptive Algorithms for Robust Phase Retrieval
Published 2024/10/12 by Zhong Zheng, Necdet Serhat Aybat, Shiqian Ma, Lingzhou Xue - Relaxed Proximal Point Algorithm: Tight Complexity Bounds and Acceleration without Momentum
Published 2024/10/11 by Bofan Wang, Shiqian Ma, Junfeng Yang, Danqing Zhou - TRFD: A derivative-free trust-region method based on finite differences for composite nonsmooth optimization
Published 2024/10/11 by Dânâ Davar, Geovani Nunes Grapiglia - Tuning-Free Bilevel Optimization: New Algorithms and Convergence Analysis
Published 2024/10/10 by Yifan Yang, Hao Ban, Minhui Huang, Shiqian Ma, Kaiyi Ji