Markus Hegland

According to our database, Markus Hegland authored at least 65 papers between 1990 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Generalized Gearhart-Koshy acceleration is a Krylov space method of a new type.

Markus Hegland, Janosch Rieger

CoRR, 2023

Computing expected moments of the Rényi parking problem on the circle.

Markus Hegland, Zbigniew Stachurski, Conrad J. Burden

CoRR, 2023

2022

Numerical integration of particle orbits in discontinuous fields using VENUS-LEVIS and SPEC.

Dean Muir, David Pfefferlé, Zhisong Qu, Matthew Hole, Markus Hegland

Comput. Phys. Commun., 2022

2021

A Note on Error Bounds for Pseudo Skeleton Approximations of Matrices.

Frank de Hoog, Markus Hegland

CoRR, 2021

2020

Low rank approximation of positive semi-definite symmetric matrices using Gaussian elimination and volume sampling.

Markus Hegland, Frank de Hoog

CoRR, 2020

2019

Stratified Space Learning: Reconstructing Embedded Graphs.

Yossi Bokor, Daniel Grixti-Cheng, Markus Hegland, Stephen G. Roberts, Katharine Turner

CoRR, 2019

2016

Handling Silent Data Corruption with the Sparse Grid Combination Technique.

Alfredo Parra-Hinojosa, Brendan Harding, Markus Hegland, Hans-Joachim Bungartz

Proceedings of the Software for Exascale Computing - SPPEXA 2013-2015, 2016

Recent Developments in the Theory and Application of the Sparse Grid Combination Technique.

Markus Hegland, Brendan Harding, Christoph Kowitz, Dirk Pflüger, Peter E. Strazdins

Proceedings of the Software for Exascale Computing - SPPEXA 2013-2015, 2016

Complex scientific applications made fault-tolerant with the sparse grid combination technique.

Md. Mohsin Ali, Peter E. Strazdins, Brendan Harding, Markus Hegland

Int. J. High Perform. Comput. Appl., 2016

2015

Fault Tolerant Computation with the Sparse Grid Combination Technique.

Brendan Harding, Markus Hegland, Jay Walter Larson, James Southern

SIAM J. Sci. Comput., 2015

Sparse grid quadrature on products of spheres.

Markus Hegland, Paul C. Leopardi

Numer. Algorithms, 2015

A fault-tolerant gyrokinetic plasma application using the sparse grid combination technique.

Md. Mohsin Ali, Peter E. Strazdins, Brendan Harding, Markus Hegland, Jay Walter Larson

Proceedings of the 2015 International Conference on High Performance Computing & Simulation, 2015

2014

Scalable and Fault Tolerant Computation with the Sparse Grid Combination Technique.

Brendan Harding, Markus Hegland, Jay Walter Larson, James Southern

CoRR, 2014

A new multivariate spline based on mixed partial derivatives and its finite element approximation.

Bishnu P. Lamichhane, Stephen G. Roberts, Markus Hegland

Appl. Math. Lett., 2014

Parallel Fitting of Additive Models for Regression.

Valeriy Khakhutskyy, Markus Hegland

Proceedings of the KI 2014: Advances in Artificial Intelligence, 2014

2013

On tractability of approximation in special function spaces.

Markus Hegland, Grzegorz W. Wasilkowski

J. Complex., 2013

Managing Complexity in the Parallel Sparse Grid Combination Technique.

Jay Walter Larson, Peter E. Strazdins, Markus Hegland, Brendan Harding, Stephen G. Roberts, Linda Stals, Alistair P. Rendell, Md. Mohsin Ali, James Southern

Proceedings of the Parallel Computing: Accelerating Computational Science and Engineering (CSE), 2013

Scalability and Fault Tolerance of the Alternating Direction Method of Multipliers for Sparse Grids.

Valeriy Khakhutskyy, Dirk Pflüger, Markus Hegland

Proceedings of the Parallel Computing: Accelerating Computational Science and Engineering (CSE), 2013

Global Communication Schemes for the Sparse Grid Combination Technique.

Philipp Hupp, Riko Jacob, Mario Heene, Dirk Pflüger, Markus Hegland

Proceedings of the Parallel Computing: Accelerating Computational Science and Engineering (CSE), 2013

A Parallel Fault Tolerant Combination Technique.

Brendan Harding, Markus Hegland

Proceedings of the Parallel Computing: Accelerating Computational Science and Engineering (CSE), 2013

High-Dimensional Meets Parallel: Algorithms and Applications.

Hans-Joachim Bungartz, Dirk Pflüger, Markus Hegland

Proceedings of the Parallel Computing: Accelerating Computational Science and Engineering (CSE), 2013

Fault-Tolerant Grid-Based Solvers: Combining Concepts from Sparse Grids and MapReduce.

Jay Walter Larson, Markus Hegland, Brendan Harding, Stephen G. Roberts, Linda Stals, Alistair P. Rendell, Peter E. Strazdins, Md. Mohsin Ali, Christoph Kowitz, Ross H. Nobes, James Southern, Nicholas Wilson, M. Li, Y. Oishi

Proceedings of the International Conference on Computational Science, 2013

The Sparse Grid Combination Technique for Computing Eigenvalues in Linear Gyrokinetics.

Christoph Kowitz, Markus Hegland

Proceedings of the International Conference on Computational Science, 2013

2011

Dilational interpolatory inequalities.

Markus Hegland, Robert S. Anderssen

Math. Comput., 2011

Performance analysis of a cardiac simulation code using IPM.

Peter Strazdins, Markus Hegland

Proceedings of the second workshop on Scalable algorithms for large-scale systems, 2011

2010

A Finite Element Method for Density Estimation with Gaussian Process Priors.

Michael Griebel, Markus Hegland

SIAM J. Numer. Anal., 2010

An optimal Finite State Projection Method.

Vikram Sunkara, Markus Hegland

Proceedings of the International Conference on Computational Science, 2010

Guest Editors' Preface.

Markus Hegland, Stefan Heinrich, Ian H. Sloan

J. Complex., 2010

2009

Fitting multidimensional data using gradient penalties and the sparse grid combination technique.

Jochen Garcke, Markus Hegland

Computing, 2009

2006

Modelling Gene Regulatory Networks Using Galerkin Techniques Based on State Space Aggregation and Sparse Grids.

Markus Hegland, Conrad J. Burden, Lucia Santoso

Proceedings of the Modeling, 2006

Fitting Multidimensional Data Using Gradient Penalties and Combination Techniques.

Jochen Garcke, Markus Hegland

Proceedings of the Modeling, 2006

2005

Sparse Grids: a new predictive modelling method for the analysis of geographic data.

Shawn W. Laffan, Ole Møller Nielsen, O. M. Silcock, Markus Hegland

Int. J. Geogr. Inf. Sci., 2005

2004

Conceptual Mining of Large Administrative Health Data.

Tatiana Semenova, Markus Hegland, Warwick Graco, Graham J. Williams

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

Febrl - A Parallel Open Source Data Linkage System: http://datamining.anu.edu.au/linkage.html.

Peter Christen, Tim Churches, Markus Hegland

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

2003

Approximation of a Thin Plate Spline Smoother Using Continuous Piecewise Polynomial Functions.

Stephen G. Roberts, Markus Hegland, Irfan Altas

SIAM J. Numer. Anal., 2003

A Logical Formalisation of the Fellegi-Holt Method of Data Cleaning.

Agnes Boskovitz, Rajeev Goré, Markus Hegland

Proceedings of the Advances in Intelligent Data Analysis V, 2003

Parallelisation of Sparse Grids for Large Scale Data Analysis.

Jochen Garcke, Markus Hegland, Ole Møller Nielsen

Proceedings of the Computational Science - ICCS 2003, 2003

2002

Algorithms for Association Rules.

Markus Hegland

Proceedings of the Advanced Lectures on Machine Learning, 2002

2001

Scalable parallel algorithms for surface fitting and data mining.

Peter Christen, Markus Hegland, Ole Møller Nielsen, Stephen G. Roberts, Peter E. Strazdins, Irfan Altas

Parallel Comput., 2001

Parallel Interior Point Schemes for Solving Multistage Convex Programming.

Markus Hegland, Michael R. Osborne, Jie Sun

Ann. Oper. Res., 2001

A Toolbox Approach to Flexible and Efficient Data Mining.

Ole Møller Nielsen, Peter Christen, Markus Hegland, Tatiana Semenova, Timothy Hancock

Proceedings of the Knowledge Discovery and Data Mining, 2001

Towards a Parallel Data Mining Toolbox.

Peter Christen, Markus Hegland, Ole Møller Nielsen, Stephen G. Roberts, Peter E. Strazdins, Tatiana Semenova, Irfan Altas, Timothy Hancock

Proceedings of the 15th International Parallel & Distributed Processing Symposium (IPDPS-01), 2001

Data Mining of Administrative Claims Data for Pathology Services.

Simon Hawkins, Graham J. Williams, Rohan A. Baxter, Peter Christen, Michael J. Fett, Markus Hegland, Fuchun Huang, Ole Møller Nielsen, Tatiana Semenova, Andrew Smith

Proceedings of the 34th Annual Hawaii International Conference on System Sciences (HICSS-34), 2001

2000

Mining taxation data with parallel BMARS.

Sergey Bakin, Markus Hegland, Graham J. Williams

Parallel Algorithms Appl., 2000

Parallel Performance of Fast Wavelet Transforms.

Ole Møller Nielsen, Markus Hegland

Int. J. High Speed Comput., 2000

Parallel MARS Algorithm Based on B-splines.

Sergey Bakin, Markus Hegland, Michael R. Osborne

Comput. Stat., 2000

1999

A Parallel Algorithm for the Reduction to Tridiagonal Form for Eigendecomposition.

Markus Hegland, Margaret Kahn, Michael R. Osborne

SIAM J. Sci. Comput., 1999

A Comparison of Parallel Solvers for Diagonally Dominant and General Narrow-Banded Linear Systems.

Peter Arbenz, Andrew J. Cleary, Jack J. Dongarra, Markus Hegland

Scalable Comput. Pract. Exp., 1999

For numerical differentiation, dimensionality can be a blessing!

Robert S. Anderssen, Markus Hegland

Math. Comput., 1999

Additive models in high dimensions

Markus Hegland, Vladimir Pestov

CoRR, 1999

A parallel finite element surface fitting algorithm for data mining.

Peter Christen, Irfan Altas, Markus Hegland, Stephen G. Roberts, Kevin Burrage, Roger B. Sidje

Proceedings of the Parallel Computing: Fundamentals & Applications, 1999

The Integrated Delivery of Large-Scale Data Mining: The ACSys Data Mining Project.

Graham J. Williams, Irfan Altas, Sergey Bakin, Peter Christen, Markus Hegland, Alonso Marquez, Peter Milne, Rajehndra Nagappan, Stephen G. Roberts

Proceedings of the Large-Scale Parallel Data Mining, 1999

A Comparison of Parallel Solvers for Diagonally Dominant and General Narrow-Banded Linear Systems II.

Peter Arbenz, Andrew J. Cleary, Jack J. Dongarra, Markus Hegland

Proceedings of the Euro-Par '99 Parallel Processing, 5th International Euro-Par Conference, Toulouse, France, August 31, 1999

1998

Data-Mining Massive Time Series Astronomical Data Sets - A Case Study.

Michael K. Ng, Zhexue Huang, Markus Hegland

Proceedings of the Research and Development in Knowledge Discovery and Data Mining, 1998

Algorithms for Block Bidiagonal Systems on Vector and Parallel Computers.

Markus Hegland, Michael R. Osborne

Proceedings of the 12th international conference on Supercomputing, 1998

Development of a Mathematical Subroutine Library for Fujitsu Vector Parallel Processors.

Richard P. Brent, L. Grosz, David L. Harrar II, Markus Hegland, Margaret Kahn, G. Keating, G. Mercer, Ole Møller Nielsen, Michael R. Osborne, Bing Bing Zhou, M. Nakanishi

Proceedings of the 12th international conference on Supercomputing, 1998

1997

The trade-off between regularity and stability in Tikhonov regularization.

M. Thamban Nair, Markus Hegland, Robert S. Anderssen

Math. Comput., 1997

Linear Bijections and the Fast Fourier Transform.

Markus Hegland, W. W. Wheeler

Appl. Algebra Eng. Commun. Comput., 1997

The Stable Parallel Solution of Narrow Banded Linear Systems.

Peter Arbenz, Markus Hegland

Proceedings of the Eighth SIAM Conference on Parallel Processing for Scientific Computing, 1997

1996

Real and Complex Fast Fourier Transforms on the Fujitsu VPP 500.

Markus Hegland

Parallel Comput., 1996

Divide and Conquer for the Solution of Banded Linear Systems of Equations.

Markus Hegland

Proceedings of the 4th Euromicro Workshop on Parallel and Distributed Processing (PDP '96), 1996

1995

An Implementation of Multiple and Multivariate Fourier Transforms on Vector Processors.

Markus Hegland

SIAM J. Sci. Comput., 1995

1993

Block Algorithms for FFTs on Vector and Parallel Computers.

Markus Hegland

Proceedings of the Parallel Computing: Trends and Applications, 1993

1991

Implementing partition on vector computers.

Markus Hegland

Proceedings of the 5th international conference on Supercomputing, 1991

1990

On the Computation of Breeding Values.

Markus Hegland

Proceedings of the CONPAR 90, 1990