Hans De Sterck

1. Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees
   2022/06/04 by Ruikun Zhou, Thanin Quartz, Zhou, Ruikun +5 · 9 citations
   Computer Science · Engineering · #Adaptive Control of Nonlinear Systems #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Fault Detection and Control Systems #Machine Learning (cs.LG) #Neural Networks and Applications #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
2. On the Asymptotic Linear Convergence Speed of Anderson Acceleration, Nesterov Acceleration, and Nonlinear GMRES
   2020/07/04 by Hans De Sterck, De Sterck, Hans, Yunhui He +1 · 6 citations
   Computer Science · Engineering · Mathematics · #Advanced Numerical Methods in Computational Mathematics #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Matrix Theory and Algorithms #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Tensor decomposition and applications
3. Fast solution of fully implicit Runge-Kutta and discontinuous Galerkin in time for numerical PDEs, Part I: the linear setting
   2021/01/02 by Ben S. Southworth, Oliver A. Krzysik, Southworth, Ben S. +5 · 4 citations
   Mathematics · Engineering · #Numerical methods for differential equations #Advanced Numerical Methods in Computational Mathematics #Electromagnetic Simulation and Numerical Methods
4. A Nonlinear GMRES Optimization Algorithm for Canonical Tensor\n Decomposition
   2011/05/26 by Hans De Sterck, De Sterck, Hans · 2 citations
   Computer Science · Engineering · Mathematics · #Elasticity and Material Modeling #FOS: Mathematics #Matrix Theory and Algorithms #Numerical Analysis (math.NA) #Tensor decomposition and applications
5. Fast Multipole Attention: A Scalable Multilevel Attention Mechanism for Text and Images
   2023/10/18 by Yanming Kang, Kang, Yanming, Giang Tran +3 · 5 citations
   Computer Science · #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
6. Steepest Descent Preconditioning for Nonlinear GMRES Optimization
   2011/06/22 by Hans De Sterck, De Sterck, Hans · 1 citation
   Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Matrix Theory and Algorithms #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
7. Algorithmic Acceleration of Parallel ALS for Collaborative Filtering:\n Speeding up Distributed Big Data Recommendation in Spark
   2015/08/12 by Manda Winlaw, Winlaw, Manda, Michael B Hynes +5 · 1 citation
   Computer Science · #65K05 #Distributed #FOS: Computer and information sciences #FOS: Mathematics #G.1.3 #G.1.6 #Information Retrieval (cs.IR) #Numerical Analysis (math.NA) #Parallel #Recommender Systems and Techniques #and Cluster Computing (cs.DC)
8. Linear Asymptotic Convergence of Anderson Acceleration: Fixed-Point Analysis
   2021/09/29 by Hans De Sterck, De Sterck, Hans, Yunhui He +1 · 2 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Iterative Methods for Nonlinear Equations #Machine Learning (cs.LG) #Matrix Theory and Algorithms #Numerical Analysis (math.NA) #Numerical methods for differential equations #Optimization and Control (math.OC)
9. N-ODE Transformer: A Depth-Adaptive Variant of the Transformer Using Neural Ordinary Differential Equations
   2020/10/22 by Aaron Baier-Reinio, Baier-Reinio, Aaron, Hans De Sterck +1 · 1 citation
   Computer Science · Engineering · #Neural Networks and Applications #Advanced Computational Techniques and Applications #Power Transformer Diagnostics and Insulation
10. Stochastic Reinforcement Learning with Stability Guarantees for Control of Unknown Nonlinear Systems
    2024/09/12 by Thanin Quartz, Ruikun Zhou, Quartz, Thanin +5 · 1 citation
    Computer Science · #Adaptive Dynamic Programming Control #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering