Markus Hegland

68 papers A 4B 5C 1Misc 8Journal 33Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Determinant-Based Error Bounds for CUR Matrix Approximation: Oversampling and Volume Sampling. CoRR Frank de Hoog, Markus Hegland
2023	J	`jnl`	Computing expected moments of the Rényi parking problem on the circle. CoRR Markus Hegland, Zbigniew Stachurski, Conrad J. Burden
2023	J	`jnl`	Generalized Gearhart-Koshy acceleration is a Krylov space method of a new type. CoRR Markus Hegland, Janosch Rieger
2022	J	`jnl`	Numerical integration of particle orbits in discontinuous fields using VENUS-LEVIS and SPEC. Comput. Phys. Commun. Dean Muir, David Pfefferlé, Zhisong Qu, Matthew Hole, Markus Hegland
2021	J	`jnl`	A Note on Error Bounds for Pseudo Skeleton Approximations of Matrices. CoRR Frank de Hoog, Markus Hegland
2020	J	`jnl`	Low rank approximation of positive semi-definite symmetric matrices using Gaussian elimination and volume sampling. CoRR Markus Hegland, Frank de Hoog
2019	J	`jnl`	Stratified Space Learning: Reconstructing Embedded Graphs. CoRR Yossi Bokor, Daniel Grixti-Cheng, Markus Hegland, Stephen G. Roberts, Katharine Turner
2016	J	`jnl`	Complex scientific applications made fault-tolerant with the sparse grid combination technique. Int. J. High Perform. Comput. Appl. Md. Mohsin Ali, Peter E. Strazdins, Brendan Harding, Markus Hegland
2016	—	`ch.`	Handling Silent Data Corruption with the Sparse Grid Combination Technique. Software for Exascale Computing Alfredo Parra-Hinojosa, Brendan Harding, Markus Hegland, Hans-Joachim Bungartz
2016	—	`ch.`	Recent Developments in the Theory and Application of the Sparse Grid Combination Technique. Software for Exascale Computing Markus Hegland, Brendan Harding, Christoph Kowitz, Dirk Pflüger, Peter E. Strazdins
2015	—	`conf`	A fault-tolerant gyrokinetic plasma application using the sparse grid combination technique. HPCS Md. Mohsin Ali, Peter E. Strazdins, Brendan Harding, Markus Hegland, Jay Walter Larson
2015	J	`jnl`	Fault Tolerant Computation with the Sparse Grid Combination Technique. SIAM J. Sci. Comput. Brendan Harding, Markus Hegland, Jay Walter Larson, James Southern
2015	J	`jnl`	Sparse grid quadrature on products of spheres. Numer. Algorithms Markus Hegland, Paul C. Leopardi
2014	J	`jnl`	A new multivariate spline based on mixed partial derivatives and its finite element approximation. Appl. Math. Lett. Bishnu P. Lamichhane, Stephen G. Roberts, Markus Hegland
2014	Misc	`conf`	Parallel Fitting of Additive Models for Regression. KI Valeriy Khakhutskyy, Markus Hegland
2014	J	`jnl`	Scalable and Fault Tolerant Computation with the Sparse Grid Combination Technique. CoRR Brendan Harding, Markus Hegland, Jay Walter Larson, James Southern
2013	—	`conf`	A Parallel Fault Tolerant Combination Technique. PARCO Brendan Harding, Markus Hegland
2013	Misc	`conf`	Fault-Tolerant Grid-Based Solvers: Combining Concepts from Sparse Grids and MapReduce. ICCS 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
2013	—	`conf`	Global Communication Schemes for the Sparse Grid Combination Technique. PARCO Philipp Hupp, Riko Jacob, Mario Heene, Dirk Pflüger, Markus Hegland
2013	—	`conf`	High-Dimensional Meets Parallel: Algorithms and Applications. PARCO Hans-Joachim Bungartz, Dirk Pflüger, Markus Hegland
2013	—	`conf`	Managing Complexity in the Parallel Sparse Grid Combination Technique. PARCO Jay Walter Larson, Peter E. Strazdins, Markus Hegland, Brendan Harding, Stephen G. Roberts, Linda Stals, Alistair P. Rendell, Md. Mohsin Ali, James Southern
2013	J	`jnl`	On tractability of approximation in special function spaces. J. Complex. Markus Hegland, Grzegorz W. Wasilkowski
2013	—	`conf`	Scalability and Fault Tolerance of the Alternating Direction Method of Multipliers for Sparse Grids. PARCO Valeriy Khakhutskyy, Dirk Pflüger, Markus Hegland
2013	Misc	`conf`	The Sparse Grid Combination Technique for Computing Eigenvalues in Linear Gyrokinetics. ICCS Christoph Kowitz, Markus Hegland
2012	J	`jnl`	Sparse grid quadrature on products of spheres CoRR Markus Hegland, Paul C. Leopardi
2011	J	`jnl`	Dilational interpolatory inequalities. Math. Comput. Markus Hegland, Robert S. Anderssen
2011	—	`conf`	Performance analysis of a cardiac simulation code using IPM. ScalA@SC Peter Strazdins, Markus Hegland
2010	J	`jnl`	A Finite Element Method for Density Estimation with Gaussian Process Priors. SIAM J. Numer. Anal. Michael Griebel, Markus Hegland
2010	Misc	`conf`	An optimal Finite State Projection Method. ICCS Vikram Sunkara, Markus Hegland
2010	J	`jnl`	Guest Editors' Preface. J. Complex. Markus Hegland, Stefan Heinrich, Ian H. Sloan
2009	J	`jnl`	Fitting multidimensional data using gradient penalties and the sparse grid combination technique. Computing Jochen Garcke, Markus Hegland
2006	Misc	`conf`	Fitting Multidimensional Data Using Gradient Penalties and Combination Techniques. HPSC Jochen Garcke, Markus Hegland
2006	Misc	`conf`	Modelling Gene Regulatory Networks Using Galerkin Techniques Based on State Space Aggregation and Sparse Grids. HPSC Markus Hegland, Conrad J. Burden, Lucia Santoso
2005	J	`jnl`	Sparse Grids: a new predictive modelling method for the analysis of geographic data. Int. J. Geogr. Inf. Sci. Shawn W. Laffan, Ole Møller Nielsen, O. M. Silcock, Markus Hegland
2004	B	`conf`	Conceptual Mining of Large Administrative Health Data. PAKDD Tatiana Semenova, Markus Hegland, Warwick Graco, Graham J. Williams
2004	B	`conf`	Febrl - A Parallel Open Source Data Linkage System: http://datamining.anu.edu.au/linkage.html. PAKDD Peter Christen, Tim Churches, Markus Hegland
2003	B	`conf`	A Logical Formalisation of the Fellegi-Holt Method of Data Cleaning. IDA Agnes Boskovitz, Rajeev Goré, Markus Hegland
2003	J	`jnl`	Approximation of a Thin Plate Spline Smoother Using Continuous Piecewise Polynomial Functions. SIAM J. Numer. Anal. Stephen G. Roberts, Markus Hegland, Irfan Altas
2003	Misc	`conf`	Parallelisation of Sparse Grids for Large Scale Data Analysis. International Conference on Computational Science Jochen Garcke, Markus Hegland, Ole Møller Nielsen
2002	—	`conf`	Algorithms for Association Rules. Machine Learning Summer School Markus Hegland
2002	Misc	`ed.`	The 15th Australian Joint Conference on Artificial Intelligence 2002, Proceedings Australasian Data Mining Workshop, Canberra, Australia, 3rd December 2002 AusDM Simeon J. Simoff, Graham J. Williams, Markus Hegland
2001	B	`conf`	A Toolbox Approach to Flexible and Efficient Data Mining. PAKDD Ole Møller Nielsen, Peter Christen, Markus Hegland, Tatiana Semenova, Timothy Hancock
2001	—	`conf`	Data Mining of Administrative Claims Data for Pathology Services. HICSS Simon Hawkins, Graham J. Williams, Rohan A. Baxter, Peter Christen, Michael J. Fett, Markus Hegland, Fuchun Huang, Ole Møller Nielsen, Tatiana Semenova, Andrew Smith
2001	J	`jnl`	Parallel Interior Point Schemes for Solving Multistage Convex Programming. Ann. Oper. Res. Markus Hegland, Michael R. Osborne, Jie Sun
2001	J	`jnl`	Scalable parallel algorithms for surface fitting and data mining. Parallel Comput. Peter Christen, Markus Hegland, Ole Møller Nielsen, Stephen G. Roberts, Peter E. Strazdins, Irfan Altas
2001	A	`conf`	Towards a Parallel Data Mining Toolbox. IPDPS Peter Christen, Markus Hegland, Ole Møller Nielsen, Stephen G. Roberts, Peter E. Strazdins, Tatiana Semenova, Irfan Altas, Timothy Hancock
2000	J	`jnl`	Mining taxation data with parallel BMARS. Parallel Algorithms Appl. Sergey Bakin, Markus Hegland, Graham J. Williams
2000	J	`jnl`	Parallel MARS Algorithm Based on B-splines. Comput. Stat. Sergey Bakin, Markus Hegland, Michael R. Osborne
2000	J	`jnl`	Parallel Performance of Fast Wavelet Transforms. Int. J. High Speed Comput. Ole Møller Nielsen, Markus Hegland
1999	—	`conf`	A Comparison of Parallel Solvers for Diagonally Dominant and General Narrow-Banded Linear Systems II. Euro-Par Peter Arbenz, Andrew J. Cleary, Jack J. Dongarra, Markus Hegland
1999	J	`jnl`	A Comparison of Parallel Solvers for Diagonally Dominant and General Narrow-Banded Linear Systems. Parallel Distributed Comput. Pract. Peter Arbenz, Andrew J. Cleary, Jack J. Dongarra, Markus Hegland
1999	J	`jnl`	A Parallel Algorithm for the Reduction to Tridiagonal Form for Eigendecomposition. SIAM J. Sci. Comput. Markus Hegland, Margaret Kahn, Michael R. Osborne
1999	—	`conf`	A parallel finite element surface fitting algorithm for data mining. PARCO Peter Christen, Irfan Altas, Markus Hegland, Stephen G. Roberts, Kevin Burrage, Roger B. Sidje
1999	J	`jnl`	Additive models in high dimensions CoRR Markus Hegland, Vladimir Pestov
1999	J	`jnl`	For numerical differentiation, dimensionality can be a blessing! Math. Comput. Robert S. Anderssen, Markus Hegland
1999	—	`conf`	The Integrated Delivery of Large-Scale Data Mining: The ACSys Data Mining Project. Large-Scale Parallel Data Mining Graham J. Williams, Irfan Altas, Sergey Bakin, Peter Christen, Markus Hegland, Alonso Marquez, Peter Milne, Rajehndra Nagappan, Stephen G. Roberts
1998	A	`conf`	Algorithms for Block Bidiagonal Systems on Vector and Parallel Computers. International Conference on Supercomputing Markus Hegland, Michael R. Osborne
1998	B	`conf`	Data-Mining Massive Time Series Astronomical Data Sets - A Case Study. PAKDD Michael K. Ng, Zhexue Huang, Markus Hegland
1998	A	`conf`	Development of a Mathematical Subroutine Library for Fujitsu Vector Parallel Processors. International Conference on Supercomputing 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
1997	J	`jnl`	Linear Bijections and the Fast Fourier Transform. Appl. Algebra Eng. Commun. Comput. Markus Hegland, W. W. Wheeler
1997	—	`conf`	The Stable Parallel Solution of Narrow Banded Linear Systems. PP Peter Arbenz, Markus Hegland
1997	J	`jnl`	The trade-off between regularity and stability in Tikhonov regularization. Math. Comput. M. Thamban Nair, Markus Hegland, Robert S. Anderssen
1996	C	`conf`	Divide and Conquer for the Solution of Banded Linear Systems of Equations. PDP Markus Hegland
1996	J	`jnl`	Real and Complex Fast Fourier Transforms on the Fujitsu VPP 500. Parallel Comput. Markus Hegland
1995	J	`jnl`	An Implementation of Multiple and Multivariate Fourier Transforms on Vector Processors. SIAM J. Sci. Comput. Markus Hegland
1993	—	`conf`	Block Algorithms for FFTs on Vector and Parallel Computers. PARCO Markus Hegland
1991	A	`conf`	Implementing partition on vector computers. ICS Markus Hegland
1990	—	`conf`	On the Computation of Breeding Values. CONPAR Markus Hegland