| Publication | Date of Publication | Type |
|---|
| A Reduced Order Schwarz Method for Nonlinear Multiscale Elliptic Equations Based on Two-Layer Neural Networks | 2024-02-20 | Paper |
| On Squared-Variable Formulations | 2023-10-03 | Paper |
| Multi-output multilevel best linear unbiased estimators via semidefinite programming | 2023-06-19 | Paper |
| On optimal bases for multiscale PDEs and Bayesian homogenization | 2023-05-20 | Paper |
| Adversarial classification via distributional robustness with Wasserstein ambiguity | 2023-03-24 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5054655 | 2022-11-29 | Paper |
| Manifold Learning and Nonlinear Homogenization | 2022-11-17 | Paper |
| Low-Rank Approximation for Multiscale PDEs | 2022-08-31 | Paper |
| Operator inference for non-intrusive model reduction with quadratic manifolds | 2022-05-04 | Paper |
| Optimization for Data Analysis | 2021-06-30 | Paper |
| Variable smoothing for weakly convex composite functions | 2021-06-15 | Paper |
| A Low-Rank Schwarz Method for Radiative Transfer Equation With Heterogeneous Scattering Coefficient | 2021-06-08 | Paper |
| Overparameterization of deep ResNet: zero loss and mean-field analysis | 2021-05-29 | Paper |
| Complexity of a Projected Newton-CG Method for Optimization with Bounds | 2021-03-29 | Paper |
| Schwarz iteration method for elliptic equation with rough media based on random sampling | 2021-03-18 | Paper |
| Random permutations fix a worst case for cyclic coordinate descent | 2021-03-16 | Paper |
| Trust-Region Newton-CG with Strong Second-Order Complexity Guarantees for Nonconvex Optimization | 2021-03-10 | Paper |
| Complexity of proximal augmented Lagrangian for nonconvex optimization with nonlinear equality constraints | 2021-03-02 | Paper |
| A discrete least squares collocation method for two-dimensional nonlinear time-dependent partial differential equations | 2021-01-26 | Paper |
| Structured Random Sketching for PDE Inverse Problems | 2021-01-26 | Paper |
| Random Sampling and Efficient Algorithms for Multiscale PDEs | 2020-11-09 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5121146 | 2020-09-10 | Paper |
| Randomized Sampling for Basis Function Construction in Generalized Finite Element Methods | 2020-08-20 | Paper |
| Randomness and permutations in coordinate descent methods | 2020-06-15 | Paper |
| Analyzing random permutations for cyclic coordinate descent | 2020-06-15 | Paper |
| A Line-Search Descent Algorithm for Strict Saddle Functions with Complexity Guarantees | 2020-06-14 | Paper |
| Adversarial Classification via Distributional Robustness with Wasserstein Ambiguity | 2020-05-28 | Paper |
| Inexact variable metric stochastic block-coordinate descent for regularized optimization | 2020-04-07 | Paper |
| Complexity of Proximal augmented Lagrangian for nonconvex optimization with nonlinear equality constraints | 2019-07-31 | Paper |
| Inexact successive quadratic approximation for regularized optimization | 2019-06-13 | Paper |
| First-order algorithms converge faster than $O(1/k)$ on convex problems | 2018-12-20 | Paper |
| Forward–Backward Greedy Algorithms for Atomic Norm Regularization | 2018-08-22 | Paper |
| Sparse Reconstruction by Separable Approximation | 2018-07-09 | Paper |
| Complexity Analysis of Second-Order Line-Search Algorithms for Smooth Nonconvex Optimization | 2018-05-18 | Paper |
| Online learning for changing environments using coin betting | 2018-01-12 | Paper |
| An \(\mathrm S\ell _1 \mathrm{LP}\)-active set approach for feasibility restoration in power systems | 2017-06-20 | Paper |
| Existence and computation of infinite horizon model predictive control with active steady-state input constraints | 2017-06-20 | Paper |
| Asynchronous Stochastic Coordinate Descent: Parallelism and Convergence Properties | 2017-01-13 | Paper |
| A proximal method for composite minimization | 2016-08-25 | Paper |
| An accelerated randomized Kaczmarz algorithm | 2015-11-02 | Paper |
| Local convergence of an algorithm for subspace identification from partial data | 2015-10-28 | Paper |
| An Asynchronous Parallel Stochastic Coordinate Descent Algorithm | 2015-08-17 | Paper |
| Sparse Representations for Speech Recognition | 2015-07-23 | Paper |
| Coordinate descent algorithms | 2015-06-19 | Paper |
| Vulnerability Analysis of Power Systems | 2015-03-08 | Paper |
| PMU Placement for Line Outage Identification via Multiclass Logistic Regression | 2014-09-12 | Paper |
| Sorting Network Relaxations for Vector Permutation Problems | 2014-07-24 | Paper |
| Robust dequantized compressive sensing | 2014-07-18 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5405171 | 2014-04-01 | Paper |
| Packing Ellipsoids with Overlap | 2014-01-21 | Paper |
| An Asynchronous Parallel Randomized Kaczmarz Algorithm | 2014-01-19 | Paper |
| An Extension of 3D Zernike Moments for Shape Description and Retrieval of Maps Defined in Rectangular Solids | 2013-12-05 | Paper |
| Stochastic Subgradient Estimation Training for Support Vector Machines | 2013-06-04 | Paper |
| Accelerated Block-coordinate Relaxation for Regularized Optimization | 2012-08-22 | Paper |
| An Optimization Framework for Conformal Radiation Treatment Planning | 2012-06-18 | Paper |
| LASSO-pattern search algorithm with application to ophthalmology and genomic data | 2012-01-25 | Paper |
| Conditions under which suboptimal nonlinear MPC is inherently robust | 2011-11-10 | Paper |
| Identifying Activity | 2011-10-18 | Paper |
| Distributed Model Predictive Control of Large-Scale Systems | 2011-08-09 | Paper |
| Duality-based algorithms for total-variation-regularized image restoration | 2011-01-12 | Paper |
| Cooperative distributed model predictive control | 2010-10-18 | Paper |
| Global Optimization and Constraint Satisfaction | 2010-02-02 | Paper |
| Data assimilation in weather forecasting: a case study in PDE-constrained optimization | 2009-12-02 | Paper |
| An accelerated Newton method for equations with semismooth jacobians and nonlinear complementarity problems | 2008-12-16 | Paper |
| Framework for kernel regularization with application to protein clustering | 2008-05-07 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5445399 | 2008-03-04 | Paper |
| Global optimization in protein docking using clustering, underestimation and semidefinite programming | 2008-01-21 | Paper |
| Fast, large-scale model predictive control by partial enumeration | 2007-06-04 | Paper |
| Active Set Identification in Nonlinear Programming | 2007-05-22 | Paper |
| Elastic-mode algorithms for mathematical programs with equilibrium constraints: global convergence and stationarity properties | 2007-05-10 | Paper |
| The empirical behavior of sampling methods for stochastic programming | 2006-10-11 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5491447 | 2006-10-05 | Paper |
| Linear programing formulations and algorithms for radiotherapy treatment planning | 2006-07-13 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3372252 | 2006-02-20 | Paper |
| Properties of the Log-Barrier Function on Degenerate Nonlinear Programs | 2005-11-11 | Paper |
| An Algorithm for Degenerate Nonlinear Programming with Rapid Local Convergence | 2005-09-16 | Paper |
| Object-oriented software for quadratic programming | 2005-07-21 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4667219 | 2005-04-19 | Paper |
| Some properties of regularization and penalization schemes for MPECs | 2005-03-14 | Paper |
| A Feasible Trust-Region Sequential Quadratic Programming Algorithm | 2005-02-23 | Paper |
| Nonlinear model predictive control via feasibility-perturbed sequential quadratic programming | 2004-08-20 | Paper |
| Constraint identification and algorithm stabilization for degenerate nonlinear programs | 2003-10-29 | Paper |
| On reduced convex QP formulations of monotone LCPs | 2003-07-22 | Paper |
| Local convergence of a primal-dual method for degenerate nonlinear programming | 2003-06-18 | Paper |
| Decomposition algorithms for stochastic programming on a computational grid | 2003-04-03 | Paper |
| Modifying SQP for Degenerate Problems | 2003-01-05 | Paper |
| On the convergence of the Newton/log-barrier method | 2002-06-16 | Paper |
| Warm-Start Strategies in Interior-Point Methods for Linear Programming | 2002-04-23 | Paper |
| Application of interior-point methods to model predictive control | 2001-12-05 | Paper |
| Superlinear Convergence of an Interior-Point Method Despite Dependent Constraints | 2001-11-26 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2712835 | 2001-10-14 | Paper |
| Effects of Finite-Precision Arithmetic on Interior-Point Methods for Nonlinear Programming | 2001-06-21 | Paper |
| Interior-point methods | 2001-01-25 | Paper |
| The role of linear objective functions in barrier methods | 2000-07-21 | Paper |
| Modified Cholesky Factorizations in Interior-Point Algorithms for Linear Programming | 1999-11-24 | Paper |
| Numerical Optimization | 1999-08-18 | Paper |
| Optimization Case Studies in the NEOS Guide | 1999-06-27 | Paper |
| Superlinear convergence of a stabilized SQP method to a degenerate solution | 1999-05-18 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4353550 | 1998-05-18 | Paper |
| Stability of Augmented System Factorizations in Interior-Point Methods | 1997-12-14 | Paper |
| A Superlinear Infeasible-Interior-Point Algorithm for Monotone Complementarity Problems | 1997-08-04 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5691079 | 1997-01-13 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4870867 | 1997-01-06 | Paper |
| A superquadratic infeasible-interior-point method for linear complementarity problems | 1996-10-13 | Paper |
| A path-following interior-point algorithm for linear and quadratic problems | 1996-10-09 | Paper |
| Stability of Linear Equations Solvers in Interior-Point Methods | 1996-06-30 | Paper |
| A Superlinear Infeasible-Interior-Point Affine Scaling Algorithm for LCP | 1996-05-13 | Paper |
| Superlinear primal-dual affine scaling algorithms for LCP | 1996-04-10 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4326383 | 1995-03-19 | Paper |
| An infeasible-interior-point algorithm for linear complementarity problems | 1994-12-11 | Paper |
| Parallel stable compactification for ODEs with parameters and multipoint conditions | 1994-12-04 | Paper |
| Stable parallel elimination for boundary value ODEs | 1994-08-22 | Paper |
| Local convergence of interior-point algorithms for degenerate monotone LCP | 1994-05-18 | Paper |
| Interior point methods for optimal control of discrete time systems | 1994-04-27 | Paper |
| Identifiable Surfaces in Constrained Optimization | 1993-12-06 | Paper |
| A Collection of Problems for Which Gaussian Elimination with Partial Pivoting is Unstable | 1993-06-29 | Paper |
| An Interior-Point Algorithm for Linearly Constrained Optimization | 1993-01-16 | Paper |
| Partitioned Dynamic Programming for Optimal Control | 1992-09-27 | Paper |
| Stable Parallel Algorithms for Two-Point Boundary Value Problems | 1992-08-13 | Paper |
| Sequential quadratic programming for certain parameter identification problems | 1992-06-27 | Paper |
| Parallel Algorithms for Banded Linear Systems | 1991-01-01 | Paper |
| Solution of discrete-time optimal control problems on parallel computers | 1990-01-01 | Paper |
| Implementing proximal point methods for linear programming | 1990-01-01 | Paper |
| Convergence of an Inexact Algorithm for Composite Nonsmooth Optimization | 1990-01-01 | Paper |
| An efficient parallel scheme for minimizing a sum of Euclidean norms | 1989-01-01 | Paper |
| An inexact algorithm for composite nondifferentiable optimization | 1989-01-01 | Paper |
| Local properties of inexact methods for minimizing nonsmooth composite functions | 1987-01-01 | Paper |
| Convergence of Projected Hessian Approximations in Quasi-Newton Methods for the Nonlinear Programming Problem | 1986-01-01 | Paper |
| Algorithms and application for special classes of nonlinear least squares problems | 1985-01-01 | Paper |
| An inexact Levenberg-Marquardt method for large sparse nonlinear least squres | 1985-01-01 | Paper |
| Algorithms for Nonlinear Least Squares with Linear Inequality Constraints | 1985-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3675434 | 1984-01-01 | Paper |
