001 Robust stochastic gradient descent for linearly constrained problems via adaptive barrier amplification OpenAlex Paper Abdelouakil Fillali, Smail Addoune et al. Sep 1 002 Fully Convergent Projection-based Methods with Momentum under Nonconvex Geometric OpenAlex Paper Matteo Lapucci, Diego Scuppa 7 days ago 003 Enhanced Crested Porcupine Optimizer Algorithm based on a Hybrid Strategy OpenAlex Paper Changyuan Wei, Yu Liu et al. Jul 23 004 Hybrid SCA-BOA: a balanced exploration–exploitation metaheuristic for large-scale optimization and cloud computing applications OpenAlex Paper Sumit Bansal, Sumit Bansal et al. Jul 23 005 Implicit Primal-Dual Guarantees in Unconstrained First-Order Minimization OpenAlex Paper Benjamin Grimmer, Alex L. Wang Jul 23 006 Accelerated Stochastic Zeroth-Order Quasar-Convex Optimization OpenAlex Paper Eméric Gbaguidi, Julien Hermant Jul 22 007 On the Universality of Simple Trust-Region Algorithms OpenAlex Paper Clemens Sirotenko Jul 22 008 A Complete Characterization of Optimal Subgradient Methods for Lipschitz Convex Minimization OpenAlex Paper Aaron Zoll, Benjamin Grimmer Jul 21 009 A Curvature-Aware Rank-Adaptive Distributed Augmented-Lagrangian Solver for Large-Scale SDPs OpenAlex Paper Hongpei Li, Huikang Liu et al. Jul 20 010 Modified Grasshopper Optimization Algorithm: Addressing Challenges in Constrained Optimization Problems OpenAlex Paper Najwan Osman–Ali, Junita Mohamad-Saleh et al. Jul 20 011 Near-Optimal Lower Bounds for Exact Zeroth-Order Convex Optimization OpenAlex Paper Haihan Zhang, Chenheng Zhang et al. Jul 18 012 Gradient Based Optimization OpenAlex Paper Steven L. Brunton Jul 16 013 Moment Optimization in the Navascués-Pironio-Acín Hierarchy OpenAlex Paper Francesco Flora, Losel Matos et al. Jul 16 014 Associated gradients: connection to conservative fields and application OpenAlex Paper Cheik Traoré Jul 15 015 Lifting-Free Quadratic Sum-Of-Squares Programming OpenAlex Paper Gabriel F. Machado, Ross Drummond et al. Jul 15 016 Revisiting column subset selection through the lens of submodularity OpenAlex Paper Ilse C. F. Ipsen, Arvind K. Saibaba Jul 15 017 Source code and data for: A Robust Tri-Layer Memetic Hybrid Integrating GWO, HHO, and Precision Refinement for Enhanced Global Optimization OpenAlex Paper Arash Safdel, Milad Pooryazdani et al. Jul 15 018 Source code and data for: A Robust Tri-Layer Memetic Hybrid Integrating GWO, HHO, and Precision Refinement for Enhanced Global Optimization OpenAlex Paper Arash Safdel, Milad Pooryazdani et al. Jul 15 019 An adaptive interior-point method with backtracking line search for convex constrained optimization OpenAlex Paper Fadi Hamad, Oliver Hinder Jul 14 020 Closing the Oracle-Complexity Gap in Derivative-Free Convex Optimization: A Near-Quadratic Lower Bound from Exact Function Values OpenAlex Paper Phillip Kerger Jul 14 021 Adaptive Brownian motion and convergence-trend-driven strategies for enhancing the Besiege and Conquer algorithm OpenAlex Paper Zhixing Ma, Zhiheng Yang et al. Jul 13 022 Enhanced variants of the Musk Ox Optimizer for global optimization problems OpenAlex Paper Jumi Bharali, Himanshu Sharma et al. Jul 13 023 Lecture Notes: Convex Optimization OpenAlex Paper Andreas Habring Jul 13 024 Parameter-Free Cubic-Regularized Newton Method: Sharp Complexity and Generalized Smoothness OpenAlex Paper Shaoying Fang, Naoki Marumo et al. Jul 12 025 Pseudo-Riemannian optimization for Boolean satisfiability OpenAlex Paper Mastane Achab Jul 12 026 Pseudo-Riemannian optimization for Boolean satisfiability OpenAlex Paper Mastane Achab Jul 12 027 Convergence Analysis of Evolution Strategies for Mixed-Integer Optimization OpenAlex Paper Ryoki Hamano, Kento Uchida et al. Jul 10 028 Effect of Mirrored Orthogonal Sampling for CMA-ES on Multimodal Problems OpenAlex Paper Kaito Nakatani, Masahiro Nomura et al. Jul 10 029 Evaluation of Element-wise Effectiveness Estimation for Augmented Lagrangian CMA-ES OpenAlex Paper H. Nakagawa, Kento Uchida et al. Jul 10 030 MixDiBB: Distributed Black-Box Optimization for Mixed-Parameter Search Spaces OpenAlex Paper Luca Rolshoven, Matthias Stürmer et al. Jul 10 031 Riemannian Multilevel Optimization with Application to Constrained Energy Minimization Problems OpenAlex Paper Yara Elshiaty, Stefania Petra et al. Jul 10 032 Accelerated Fractional-Order Gradient Method: Convergence Analysis and Applications in Deep Neural Networks OpenAlex Paper Yiyu Liu, Ailun Jian et al. Jul 9 033 Finding Simple Proofs for First-Order Optimization OpenAlex Paper Daniel Berg Thomsen, Manu Upadhyaya et al. Jul 9 034 Parallel versions of the mesh adaptive direct search algorithm OpenAlex Paper Sébastien Le Digabel, Antoine Lesage-Landry et al. Jul 9 035 Convergence Analysis of the Restarted Moving-Anchored Extra-Gradient Method in the Absence of Local Lipschitz Continuity OpenAlex Paper Defeng Sun, Liping Zhang et al. Jul 8 036 Extragradient Method with Flexible Anchoring: Strong Convergence and Fast Residual Decay OpenAlex Paper Radu Ioan Boţ, Enis Chenchene Jul 8 037 Gradient descent with exponentially increasing stepsizes and restarts OpenAlex Paper François Clément, Stefan Steinerberger Jul 7 038 Adaptive direct search algorithms with relaxable and quantifiable constraints OpenAlex Paper Charles Audet, Théo Denorme et al. Jul 6 039 Sparsity-preserving gradient utility tools for PyTorch OpenAlex Paper Theodore Barfoot, Ben Glocker et al. Jul 6 040 An Adaptive Spectral Conjugate Gradient Method With Integrated Conjugacy Conditions and Its Application OpenAlex Paper Nasiru Salihu, Poom Kumam et al. Jul 5 041 HALA: A Hybrid Dual-Population Optimizer Integrating an Enhanced Artificial Lemming Algorithm and SHADE OpenAlex Paper Han Yang, Xingwang Huang Jul 2 042 Lower Bounds for Anytime Acceleration of Gradient Descent OpenAlex Paper Chung-En Tsai, Ilyas Fatkhullin et al. Jul 2 043 Projected Gradient Methods with Momentum OpenAlex Paper Matteo Lapucci, Giampaolo Liuzzi et al. Jul 1 044 Block Subgradient Greedy Kaczmarz Methods for Robotic Grasping Problems OpenAlex Paper Zhiwei Ai, Chenliang Li Jun 30 045 Not All Chaos Is Equal OpenAlex Paper Dhara H. Buch, Hitarth Buch Jun 30 046 Computing Lewis weights to high precision using local relative smoothness OpenAlex Paper Sander Gribling, Aaron Sidford et al. Jun 28 047 Modern Theory of Gradient-Based Optimization OpenAlex Paper Bin Shi Jun 28 048 QL-RD: A Q-Learning Enhanced Raindrop Optimizer for Global and Engineering Optimization — Source Code and Results Dataset OpenAlex Paper Arar Al Tawil Jun 28 049 QL-RD: A Q-Learning Enhanced Raindrop Optimizer for Global and Engineering Optimization — Source Code and Results Dataset OpenAlex Paper Arar Al Tawil Jun 28 050 A Fletcher's Augmented Lagrangian-Based Stochastic First-Order Method for Nonconvex Equality-Constrained Optimization OpenAlex Paper Yawen Cui, Qiankun Shi et al. Jun 26 051 Convergence Analysis of Gradient Descent Optimization OpenAlex Paper Daniel Ari Friedman Jun 26 052 DHCRWOA: adaptive whale optimization algorithm with Cauchy-Rayleigh distribution for numerical and engineering design optimization OpenAlex Paper Yanxiao Li, Junhao Wei et al. Jun 26 053 On Fast Randomized and Deterministic Block Gauss‐Seidel Methods for Solving Least Squares Problems OpenAlex Paper Ashif Mustafa, Manideepa Saha Jun 26 054 Reservoir Zero-Coordinatewise Projected Subspace Search for Minimization Over Sparse Symmetric Sets in Machine Learning OpenAlex Paper Morteza Kimiaei, Shima Shabani et al. Jun 26 055 Second-order Methods for Multiobjective Composite Optimization: Preconditioning Strategies, Subspace Variants and Inexact Solutions OpenAlex Paper Jian Chen, Xiaomin Yang Jun 25 056 A relaxed randomized averaging block extended Bregman–Kaczmarz method for combined optimization problems OpenAlex Paper Zeyu Dong, Aqin Xiao et al. Jun 24 057 Convergence analysis of the Riemannian proximal gradient method with inexact oracle OpenAlex Paper Chao Huang, Xiyuan Xie et al. Jun 24 058 Convergence and Empirical Performance of Tanh-Based Adaptive Particle Swarm Optimization OpenAlex Paper Joko Riyono, Aina Latifa Riyana Putri et al. Jun 24 059 First- and Second-Order Stochastic Adaptive Regularization with Cubics: High-Probability Iteration and Sample Complexity OpenAlex Paper Katya Scheinberg, Miaolan Xie Jun 24 060 Structured Spectral Step-Sizes and a Hanoi Ordering Principle for Gradient Methods OpenAlex Paper Yijia Zhou, Ran Gu Jun 24