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Papers matching “convergence analysis” 34

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Convergence of Gradient Descent for Recurrent Neural Networks: A Nonasymptotic Analysis
2025 SIAM Journal on Mathematics of Data Science article Computer Science Neural Networks and Applications Open access

Semih Çaycı, Atilla Eryılmaz

1

citations
Convergence of gradient descent for learning linear neural networks
2024 Advances in Continuous and Discrete Models article Computer Science Stochastic Gradient Optimization Techniques Open access

Gabin Maxime Nguegnang, Holger Rauhut, Ulrich Terstiege

10

citations
On the convergence of projective-simulation–based reinforcement learning in Markov decision processes
2020 Quantum Machine Intelligence article Computer Science Quantum Computing Algorithms and Architecture Open access

Hans J. Briegel

16

citations
Optimal rates of convergence for entropy regularization in discounted Markov decision processes
2026 Information and Inference A Journal of the IMA article Computer Science Reinforcement Learning in Robotics Open access

Semih Çaycı

0

citations
The involvement process for financial-economic cyber-enabled crime: Exploring the roles of preexisting ties and offender convergence settings
2026 Crime Law and Social Change article Computer Science Cybercrime and Law Enforcement Studies Open access

Joeri Loggen, Asier Moneva, ARJAN A. J. BLOKLAND, Rutger Leukfeldt

1

citations
Federated Learning in Heterogeneous Networks With Unreliable Communication
2023 IEEE Transactions on Wireless Communications article Computer Science Privacy-Preserving Technologies in Data

Paul Zheng, Yao Lin Zhu, Yulin Hu, Zhengming J. Zhang, Anke Schmeink

40

citations
Multi-iteration Stochastic Optimizers
2026 Applied Mathematics & Optimization article Computer Science Stochastic Gradient Optimization Techniques Open access

André Gustavo Carlon, Luis Espath, Rafael Holdorf Lopez, Raul F. Tempone

3

citations
Fast and Robust Consensus-Based Optimization via Optimal Feedback Control
2026 SIAM Journal on Scientific Computing article Computer Science Metaheuristic Optimization Algorithms Research Open access

Yuyang Huang, Michaël Herty, Dante Kalise, Nikolas Kantas

1

citations
An Embedded Corrector Problem for Homogenization. Part I: Theory
2020 Multiscale Modeling and Simulation article Computer Science Advanced Mathematical Modeling in Engineering

Éric Cancès, Virginie Ehrlacher, Frédéric Legoll, Benjamin Stamm, Shuyang Xiang

7

citations
A multiscale consensus-based algorithm for multilevel optimization
2025 Mathematical Models and Methods in Applied Sciences article Computer Science Metaheuristic Optimization Algorithms Research Open access

Michaël Herty, Yuyang Huang, Dante Kalise, Hicham Kouhkouh

5

citations
Kinetic variable-sample methods for stochastic optimization problems
2025 Communications on Pure &amp Applied Analysis article Computer Science Distributed Control Multi-Agent Systems Open access

Sabrina Bonandin, Michaël Herty

0

citations
A pre-expectation calculus for probabilistic sensitivity
2021 Proceedings of the ACM on Programming Languages article Computer Science Logic, programming, and type systems Open access

Alejandro Aguirre, Gilles Barthe, Justin Hsu, Benjamin Lucien Kaminski, Joost-Pieter Katoen, Christoph Matheja

24

citations
Coordinated Cooperative Distributed Decision-Making Using Synchronization of Local Plans
2023 IEEE Transactions on Intelligent Vehicles article Computer Science Distributed Control Multi-Agent Systems

Maximilian Kloock, Bassam Alrifaee

19

citations
Constrained Consensus-Based Optimization
2023 SIAM Journal on Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

Giacomo Borghi, Michaël Herty, Lorenzo Pareschi

32

citations
On the Scalability of the Schwarz Method
2020 SMAI Journal of Computational Mathematics article Computer Science Matrix Theory and Algorithms Open access

Gabriele Ciaramella, Muhammad Hassan, Benjamin Stamm

16

citations
A Newton Method for Solving Locally Definite Multiparameter Eigenvalue Problems by Multi-index
2025 SIAM Journal on Matrix Analysis and Applications article Computer Science Matrix Theory and Algorithms

Henrik Eisenmann

2

citations
Global Stability and Step Size Robustness of RMSProp
2026 IEEE Control Systems Letters article Computer Science Stochastic Gradient Optimization Techniques

Naum Dimitrieski, Maria Christine Honecker, Carsten W. Scherer, Christian Ebenbauer

1

citations
Multi-iteration Stochastic Optimizers
2026 Applied Mathematics & Optimization article Computer Science Stochastic Gradient Optimization Techniques Open access

Andre G. Carlon, Luis Espath, Rafael Holdorf, Raul Tempone

0

citations
Finding zeros of Hölder metrically subregular mappings via globally convergent Levenberg–Marquardt methods
2020 Optimization methods & software article Computer Science Optimization and Variational Analysis Open access

Masoud Ahookhosh, Ronan M. T. Fleming, Phan Tu Vuong

9

citations
An Eikonal Equation with Vanishing Lagrangian Arising in Global Optimization
2023 Applied Mathematics & Optimization article Computer Science Optimization and Variational Analysis Open access

Martino Bardi, Hicham Kouhkouh

6

citations
An Eikonal equation with vanishing Lagrangian arising in Global Optimization
2022 RWTH Publications (RWTH Aachen) article Computer Science Optimization and Variational Analysis Open access

Martino Bardi, Hicham Kouhkouh

0

citations
Poisson approximation of large-lifetime cycles
2026 Extremes article Computer Science Topological and Geometric Data Analysis Open access

Christian Hirsch, Nikolaj Nyvold Lundbye, Moritz Otto

0

citations
Using the Empirical Attainment Function for Analyzing Single-Objective Black-Box Optimization Algorithms
2024 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access

Manuel López‐Ibáñez, Diederick Vermetten, Johann Dréo, Carola Doerr

21

citations
A diagrammatic approach to variational quantum ansatz construction
2021 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

Yaroslav Herasymenko, Thomas E. O’Brien

20

citations
Gradient descent for deep matrix factorization: Dynamics and implicit bias towards low rank
2023 Applied and Computational Harmonic Analysis article Computer Science Stochastic Gradient Optimization Techniques

Hung-Hsu Chou, Carsten Gieshoff, Johannes Maly, Holger Rauhut

14

citations