Martin Stoll
Orcid: 0000-0003-0951-4756
According to our database1,
Martin Stoll
authored at least 78 papers
between 2008 and 2024.
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Bibliography
2024
IEEE Trans. Autom. Control., July, 2024
SIAM J. Matrix Anal. Appl., March, 2024
Gradient flow-based modularity maximization for community detection in multiplex networks.
CoRR, 2024
Fast Evaluation of Additive Kernels: Feature Arrangement, Fourier Methods, and Kernel Derivatives.
CoRR, 2024
A splitting-based KPIK method for eddy current optimal control problems in an all-at-once approach.
CoRR, 2024
Stay on Track: A Frenet Wrapper to Overcome Off-road Trajectories in Vehicle Motion Prediction.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2024
2023
J. Mach. Learn. Res., 2023
A Preconditioned Interior Point Method for Support Vector Machines Using an ANOVA-Decomposition and NFFT-Based Matrix-Vector Products.
CoRR, 2023
CoRR, 2023
Rethinking Integration of Prediction and Planning in Deep Learning-Based Automated Driving Systems: A Review.
CoRR, 2023
An improved penalty algorithm using model order reduction for MIPDECO problems with partial observations.
Comput. Optim. Appl., 2023
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023
2022
Gibbs-Helmholtz Graph Neural Network: capturing the temperature dependency of activity coefficients at infinite dilution.
CoRR, 2022
CoRR, 2022
Preconditioning for a Phase-Field Model with Application to Morphology Evolution in Organic Semiconductors.
CoRR, 2022
Comput. Math. Appl., 2022
Accelerating Kernel Ridge Regression with Conjugate Gradient Method for large-scale data using FPGA High-level Synthesis.
Proceedings of the IEEE/ACM International Workshop on Heterogeneous High-performance Reconfigurable Computing, 2022
2021
Semi-supervised Learning for Aggregated Multilayer Graphs Using Diffuse Interface Methods and Fast Matrix-Vector Products.
SIAM J. Math. Data Sci., 2021
SIAM J. Sci. Comput., 2021
Frontiers Appl. Math. Stat., 2021
An Empirical Study of Graph-Based Approaches for Semi-supervised Time Series Classification.
Frontiers Appl. Math. Stat., 2021
Learning in High-Dimensional Feature Spaces Using ANOVA-Based Fast Matrix-Vector Multiplication.
CoRR, 2021
A low-rank tensor method to reconstruct sparse initial states for PDEs with Isogeometric Analysis.
CoRR, 2021
CoRR, 2021
CoRR, 2021
Orientations and matrix function-based centralities in multiplex network analysis of urban public transport.
Appl. Netw. Sci., 2021
2020
A Low-Rank Tensor Method for PDE-Constrained Optimization with Isogeometric Analysis.
SIAM J. Sci. Comput., 2020
Interior-point methods and preconditioning for PDE-constrained optimization problems involving sparsity terms.
Numer. Linear Algebra Appl., 2020
Networks Heterog. Media, 2020
Pseudoinverse Graph Convolutional Networks: Fast Filters Tailored for Large Eigengaps of Dense Graphs and Hypergraphs.
CoRR, 2020
Semi-supervised Learning for Multilayer Graphs Using Diffuse Interface Methods and Fast Matrix Vector Products.
CoRR, 2020
2019
Solving differential Riccati equations: A nonlinear space-time method using tensor trains.
CoRR, 2019
Improved Penalty Algorithm for Mixed Integer PDE Constrained Optimization (MIPDECO) Problems.
CoRR, 2019
Semi-Supervised Classification on Non-Sparse Graphs Using Low-Rank Graph Convolutional Networks.
CoRR, 2019
Comput. Methods Appl. Math., 2019
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
2018
Generalizing Diffuse Interface Methods on Graphs: Nonsmooth Potentials and Hypergraphs.
SIAM J. Appl. Math., 2018
Low-Rank Eigenvector Compression of Posterior Covariance Matrices for Linear Gaussian Inverse Problems.
SIAM/ASA J. Uncertain. Quantification, 2018
NFFT Meets Krylov Methods: Fast Matrix-Vector Products for the Graph Laplacian of Fully Connected Networks.
Frontiers Appl. Math. Stat., 2018
Localized radial basis functions-based pseudo-spectral method (LRBF-PSM) for nonlocal diffusion problems.
Comput. Math. Appl., 2018
Numerical simulations of nonlocal phase-field and hyperbolic nonlocal phase-field models via localized radial basis functions-based pseudo-spectral method (LRBF-PSM).
Appl. Math. Comput., 2018
2017
Low-Rank Solution to an Optimization Problem Constrained by the Navier-Stokes Equations.
SIAM J. Sci. Comput., 2017
Preconditioning PDE-constrained optimization with L1-sparsity and control constraints.
Comput. Math. Appl., 2017
2016
Block-Diagonal Preconditioning for Optimal Control Problems Constrained by PDEs with Uncertain Inputs.
SIAM J. Matrix Anal. Appl., 2016
J. Comput. Phys., 2016
Fast tensor product solvers for optimization problems with fractional differential equations as constraints.
Appl. Math. Comput., 2016
2015
SIAM J. Sci. Comput., 2015
SIAM J. Sci. Comput., 2015
SIAM J. Imaging Sci., 2015
SIAM/ASA J. Uncertain. Quantification, 2015
Comput. Phys. Commun., 2015
A discontinuous Galerkin method for optimal control problems governed by a system of convection-diffusion PDEs with nonlinear reaction terms.
Comput. Math. Appl., 2015
2014
Preconditioners for state-constrained optimal control problems with Moreau-Yosida penalty function.
Numer. Linear Algebra Appl., 2014
Fast solution of Cahn-Hilliard variational inequalities using implicit time discretization and finite elements.
J. Comput. Phys., 2014
2013
Fast Iterative Solution of Reaction-Diffusion Control Problems Arising from Chemical Processes.
SIAM J. Sci. Comput., 2013
Efficient Solution of Large-Scale Saddle Point Systems Arising in Riccati-Based Boundary Feedback Stabilization of Incompressible Stokes Flow.
SIAM J. Sci. Comput., 2013
Discontinuous Galerkin finite element methods with shock-capturing for nonlinear convection dominated models.
Comput. Chem. Eng., 2013
Efficient Solvers for Large-Scale Saddle Point Systems Arising in Feedback Stabilization of Multi-field Flow Problems.
Proceedings of the System Modeling and Optimization, 2013
2012
Regularization-Robust Preconditioners for Time-Dependent PDE-Constrained Optimization Problems.
SIAM J. Matrix Anal. Appl., 2012
Preconditioning for partial differential equation constrained optimization with control constraints.
Numer. Linear Algebra Appl., 2012
J. Comput. Phys., 2012
2010
SIAM J. Sci. Comput., 2010
Numer. Linear Algebra Appl., 2010
2008
SIAM J. Matrix Anal. Appl., 2008