| Publication | Date of Publication | Type |
|---|
| A novel optimization approach towards improving separability of clusters | 2023-07-04 | Paper |
| Robust piecewise linear L1-regression via nonsmooth DC optimization | 2022-12-20 | Paper |
| An incremental nonsmooth optimization algorithm for clustering using \(L_1\) and \(L_\infty\) norms | 2021-11-12 | Paper |
| Aggregate subgradient method for nonsmooth DC optimization | 2021-02-26 | Paper |
| Incremental DC optimization algorithm for large-scale clusterwise linear regression | 2021-02-11 | Paper |
| Partitional clustering via nonsmooth optimization. Clustering via optimization | 2020-11-23 | Paper |
| Clusterwise support vector linear regression | 2020-06-17 | Paper |
| Classification through incremental max-min separability | 2020-01-06 | Paper |
| An approximate ADMM for solving linearly constrained nonsmooth optimization problems with two blocks of variables | 2019-08-21 | Paper |
| A difference of convex optimization algorithm for piecewise linear regression | 2019-07-23 | Paper |
| Nonsmooth DC programming approach to the minimum sum-of-squares clustering problems | 2019-05-27 | Paper |
| A sharp augmented Lagrangian-based method in constrained non-convex optimization | 2019-04-23 | Paper |
| Solving minimax problems: local smoothing versus global smoothing | 2018-11-30 | Paper |
| Double Bundle Method for finding Clarke Stationary Points in Nonsmooth DC Programming | 2018-07-03 | Paper |
| Minimizing nonsmooth DC functions via successive DC piecewise-affine approximations | 2018-05-30 | Paper |
| Nonsmooth DC programming approach to clusterwise linear regression: optimality conditions and algorithms | 2018-05-02 | Paper |
| DC programming algorithm for clusterwise linear \(L_1\) regression | 2018-03-28 | Paper |
| New diagonal bundle method for clustering problems in large data sets | 2018-02-06 | Paper |
| A proximal bundle method for nonsmooth DC optimization utilizing nonconvex cutting planes | 2017-08-24 | Paper |
| Estimation of a Regression Function by Maxima of Minima of Linear Functions | 2017-08-08 | Paper |
| An $L_{2}$-Boosting Algorithm for Estimation of a Regression Function | 2017-07-27 | Paper |
| An incremental piecewise linear classifier based on polyhedral conic separation | 2015-11-10 | Paper |
| A convolutional recursive modified self organizing map for handwritten digits recognition | 2015-11-06 | Paper |
| Piecewise Linear Classifiers Based on Nonsmooth Optimization Approaches | 2015-10-05 | Paper |
| Nonsmooth nonconvex optimization approach to clusterwise linear regression problems | 2015-07-28 | Paper |
| Aggregate codifferential method for nonsmooth DC optimization | 2015-06-17 | Paper |
| Nonsmooth optimization algorithm for solving clusterwise linear regression problems | 2015-05-11 | Paper |
| An incremental clustering algorithm based on hyperbolic smoothing | 2015-04-20 | Paper |
| A heuristic algorithm for solving the minimum sum-of-squares clustering problems | 2015-03-24 | Paper |
| An algorithm for clusterwise linear regression based on smoothing techniques | 2015-03-23 | Paper |
| Solving DC programs using the cutting angle method | 2015-01-16 | Paper |
| Introduction to Nonsmooth Optimization | 2014-10-28 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5411162 | 2014-04-22 | Paper |
| Hyperbolic smoothing function method for minimax problems | 2013-07-24 | Paper |
| Subgradient and Bundle Methods for Nonsmooth Optimization | 2013-07-09 | Paper |
| A novel piecewise linear classifier based on polyhedral conic and max-min separabilities | 2013-04-23 | Paper |
| Limited memory discrete gradient bundle method for nonsmooth derivative-free optimization | 2012-12-13 | Paper |
| Codifferential method for minimizing nonsmooth DC functions | 2011-05-30 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3070576 | 2011-02-03 | Paper |
| Fast modified global \(k\)-means algorithm for incremental cluster construction | 2011-02-02 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3161685 | 2010-10-15 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3568343 | 2010-06-11 | Paper |
| A quasisecant method for minimizing nonsmooth functions | 2010-05-21 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5306660 | 2010-04-09 | Paper |
| An algorithm for the estimation of a regression function by continuous piecewise linear functions | 2010-03-15 | Paper |
| Comments on: Optimization and data mining in medicine | 2010-01-29 | Paper |
| A multidimensional descent method for global optimization | 2009-08-11 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3534131 | 2008-11-03 | Paper |
| Modified global \(k\)-means algorithm for minimum sum-of-squares clustering problems | 2008-08-13 | Paper |
| An approximate subgradient algorithm for unconstrained nonsmooth, nonconvex optimization | 2008-05-05 | Paper |
| Integrated productions system optimization using global optimization techniques | 2008-02-11 | Paper |
| A derivative-free method for linearly constrained nonsmooth optimization | 2007-10-31 | Paper |
| Non-smooth optimization methods for computation of the Conditional Value-at-risk and portfolio optimization | 2007-03-08 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5494169 | 2006-10-17 | Paper |
| Piecewise partially separable functions and a derivative-free algorithm for large scale nonsmooth optimization | 2006-09-04 | Paper |
| Local optimization method with global multidimensional search | 2005-12-13 | Paper |
| A new nonsmooth optimization algorithm for minimum sum-of-squares clustering problems | 2005-11-16 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5702596 | 2005-11-02 | Paper |
| An algorithm for minimizing clustering functions | 2005-09-21 | Paper |
| Max–min separability | 2005-09-21 | Paper |
| Comparative analysis of the cutting angle and simulated annealing methods in global optimization | 2004-06-09 | Paper |
| Discrete gradient as applied to the minimization of Lipschitzian functions | 2004-02-18 | Paper |
| Lagrange-type functions in constrained optimization | 2003-09-16 | Paper |
| Continuous subdifferential approximations and their applications | 2003-09-16 | Paper |
| Cutting angle method and a local search | 2003-09-15 | Paper |
| A global optimization approach to classification | 2003-03-12 | Paper |
| A method of truncated codifferential with application to some problems of cluster analysis | 2002-05-28 | Paper |
| Penalty functions with a small penalty parameter | 2002-01-01 | Paper |
| A Method for Minimization of Quasidifferentiable Functions | 2002-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4762476 | 2001-07-19 | Paper |
| Global minimization of increasing positively homogeneous functions over the unit simplex | 2001-06-14 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2768045 | 2001-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2768047 | 2001-01-01 | Paper |
| Global optimization of marginal functions with applications to economic equilibrium. | 2001-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4946119 | 2000-08-20 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4945402 | 2000-03-23 | Paper |
| Continuous subdifferential approximation and its construction | 1999-05-04 | Paper |
| A method for minimizing convex functions based on continuous approximations to the subdifferential | 1998-06-02 | Paper |
| A method of approximating a quasidifferential | 1996-12-04 | Paper |
| On continuous approximation of the maximum-function subdifferential | 1994-10-05 | Paper |
| A method of approximating a subdifferential | 1993-06-29 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3793248 | 1986-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3892832 | 1977-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4136095 | 1977-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4176603 | 1977-01-01 | Paper |
