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On the majorization-minimization framework and g-convex optimization: exploiting diversity using sparse-aware and information theoretic criteria

• Authors : López Molina, Carlos Alejandro; University/Department: Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions; ...

Subjects: Majorization-Minimization; Optimization; Grassmann manifold

• Source: TDX (Tesis Doctorals en Xarxa)

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Randomized subspace correction methods for convex optimization

• Authors : Jiang, Boou; Park, Jongho; Xu, Jinchao

Subjects: Optimization and Control; Numerical Analysis; 90C25, 65N55, 65J05, 90C06

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Tikhonov regularized second-order dynamical systems with Hessian-driven damping for solving convex optimization problems

• Authors : Sun, Xiangkai; Tian, Guoxiang; Zhang, Huan

Subjects: Optimization and Control; 90C25, 37N40, 34D05

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The Sample Complexity of Parameter-Free Stochastic Convex Optimization

• Authors : Lawrence, Jared; Kalinsky, Ari; Bradfield, Hannah

Subjects: Machine Learning; Optimization and Control

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Controlled Reach-avoid Set Computation for Discrete-time Polynomial Systems via Convex Optimization

• Authors : Wu, Taoran; Xue, Yiling; Ren, Dejin

Subjects: Electrical Engineering and Systems Science - Systems and Control

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Enhanced Trust Region Sequential Convex Optimization for Multi-Drone Thermal Screening Trajectory Planning in Urban Environments

• Authors : Chen, Kaiyuan; Hu, Zhengjie; Zhang, Shaolin

Subjects: Robotics; Systems and Control; Optimization and Control

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Non-stationary Bandit Convex Optimization: A Comprehensive Study

• Authors : Liu, Xiaoqi; Baudry, Dorian; Zimmert, Julian

Subjects: Statistics - Machine Learning; Computer Science - Machine Learning

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Horospherically Convex Optimization on Hadamard Manifolds Part I: Analysis and Algorithms

• Authors : Criscitiello, Christopher; Kim, Jungbin

Subjects: Mathematics - Optimization and Control; Mathematics - Differential Geometry; Mathematics - Numerical Analysis

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Connections between convex optimization algorithms and subspace correction methods

• Authors : Jiang, Boou; Park, Jongho; Xu, Jinchao

Subjects: Mathematics - Optimization and Control; Mathematics - Numerical Analysis; 90C46, 49M27, 68W15, 65N55, 90C25

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Transforming physics-informed machine learning to convex optimization

• Authors : Yi, Letian; Yang, Siyuan; Cui, Ying

Subjects: Computer Science - Computational Engineering, Finance, and Science; Mathematics - Optimization and Control; Physics - Applied Physics

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