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Horst D. Simon
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2020 – today
- 2023
- [c56]Joshua Chung
, Marcos López de Prado
, Horst D. Simon
, Kesheng Wu
:
Data Driven Dimensionality Reduction to Improve Modeling Performance✱. SSDBM 2023: 5:1-5:16
2010 – 2019
- 2018
- [j37]Kristofer E. Bouchard, James B. Aimone
, Miyoung Chun, Thomas Dean, Michael Denker, Markus Diesmann, David Donofrio, Loren M. Frank
, Narayanan Kasthuri, Christof Koch, Oliver Rübel, Horst D. Simon
, Friedrich T. Sommer, Prabhat:
International Neuroscience Initiatives through the Lens of High-Performance Computing. Computer 51(4): 50-59 (2018) - 2015
- [j36]Erich Strohmaier, Hans Werner Meuer, Jack J. Dongarra, Horst D. Simon
:
The TOP500 List and Progress in High-Performance Computing. Computer 48(11): 42-49 (2015) - 2014
- [c55]Jung Heon Song, Marcos López de Prado
, Horst D. Simon
, Kesheng Wu
:
Exploring irregular time series through non-uniform fast Fourier transform. WHPCF@SC 2014: 37-44 - 2013
- [c54]William Gu, Jaesik Choi
, Ming Gu, Horst D. Simon
, Kesheng Wu
:
Fast Change Point Detection for electricity market analysis. IEEE BigData 2013: 50-57 - 2012
- [j35]Horst D. Simon
, Jack J. Dongarra, Hemant Shukla:
Introduction to the Special Issue. Int. J. High Perform. Comput. Appl. 26(4): 335-336 (2012) - [c53]Jatin Chhugani, Changkyu Kim, Hemant Shukla, Jongsoo Park, Pradeep Dubey, John Shalf
, Horst D. Simon
:
Billion-particle SIMD-friendly two-point correlation on large-scale HPC cluster systems. SC 2012: 1 - [c52]Robert Preissl, Theodore M. Wong, Pallab Datta, Myron Flickner, Raghavendra Singh, Steven K. Esser, William P. Risk, Horst D. Simon
, Dharmendra S. Modha:
Compass: a scalable simulator for an architecture for cognitive computing. SC 2012: 54 - [c51]Horst D. Simon
:
Barriers to Exascale Computing. VECPAR 2012: 1-3 - 2011
- [c50]Rajesh Sudarsan
, Julian Borrill, Christopher Cantalupo, Theodore Kisner, Kamesh Madduri
, Leonid Oliker, Yili Zheng, Horst D. Simon
:
Cosmic microwave background map-making at the petascale and beyond. ICS 2011: 305-316 - [c49]Yves Robert, William J. Dally, Jack J. Dongarra, Satoshi Matsuoka, Robert Schreiber, Horst D. Simon, Uzi Vishkin:
Panel Statement. IPDPS 2011: 505 - 2010
- [j34]Ichitaro Yamazaki, Zhaojun Bai, Horst D. Simon
, Lin-Wang Wang, Kesheng Wu
:
Adaptive Projection Subspace Dimension for the Thick-Restart Lanczos Method. ACM Trans. Math. Softw. 37(3): 27:1-27:18 (2010)
2000 – 2009
- 2009
- [c48]Rajagopal Ananthanarayanan, Steven K. Esser, Horst D. Simon
, Dharmendra S. Modha:
The cat is out of the bag: cortical simulations with 109 neurons, 1013 synapses. SC 2009 - [p3]Jack J. Dongarra, Hans Werner Meuer, Horst D. Simon
, Erich Strohmaier:
Recent trends in high performance computing. The Birth of Numerical Analysis 2009: 93-107 - [e4]Uwe Naumann, Olaf Schenk, Horst D. Simon, Sivan Toledo:
Combinatorial Scientific Computing, 01.02. - 06.02.2009. Dagstuhl Seminar Proceedings 09061, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, Germany 2009 [contents] - [i2]Uwe Naumann, Olaf Schenk, Horst D. Simon, Sivan Toledo:
09061 Abstracts Collection - Combinatorial Scientific Computing. Combinatorial Scientific Computing 2009 - 2007
- [c47]Chris H. Q. Ding, Rong Jin, Tao Li, Horst D. Simon
:
A learning framework using Green's function and kernel regularization with application to recommender system. KDD 2007: 260-269 - 2006
- [j33]Burkhard Monien, Guang Gao, Horst D. Simon
, Paul G. Spirakis, Per Stenström:
Introduction. J. Parallel Distributed Comput. 66(5): 615-616 (2006) - [p2]Michael A. Heroux
, Padma Raghavan, Horst D. Simon:
Frontiers of Scientific Computing: An Overview. Parallel Processing for Scientific Computing 2006: 1-5 - [p1]Michael A. Heroux
, Padma Raghavan, Horst D. Simon:
Opportunities and Challenges for Parallel Computing in Science and Engineering. Parallel Processing for Scientific Computing 2006: 379-390 - [e3]Michael A. Heroux
, Padma Raghavan, Horst D. Simon:
Parallel Processing for Scientific Computing. Software, Environments, Tools 20, SIAM 2006, ISBN 978-0-89871-619-1 [contents] - 2005
- [j32]Jack J. Dongarra, Thomas L. Sterling, Horst D. Simon
, Erich Strohmaier:
High-performance computing: clusters, constellations, MPPs, and future directions. Comput. Sci. Eng. 7(2): 51-59 (2005) - [j31]Parry Husbands, Horst D. Simon
, Chris H. Q. Ding:
Term norm distribution and its effects on Latent Semantic Indexing. Inf. Process. Manag. 41(4): 777-787 (2005) - [j30]Erich Strohmaier, Jack J. Dongarra, Hans Werner Meuer, Horst D. Simon
:
Recent trends in the marketplace of high performance computing. Parallel Comput. 31(3-4): 261-273 (2005) - [c46]Chris H. Q. Ding, Xiaofeng He, Horst D. Simon
:
Nonnegative Lagrangian Relaxation of K-Means and Spectral Clustering. ECML 2005: 530-538 - 2004
- [j29]Zhenyue Zhang, Hongyuan Zha, Horst D. Simon
:
Low-Rank Approximations with Sparse Factors II: Penalized Methods with Discrete Newton-Like Iterations. SIAM J. Matrix Anal. Appl. 25(4): 901-920 (2004) - [j28]Chris H. Q. Ding, Hongyuan Zha, Xiaofeng He, Parry Husbands, Horst D. Simon
:
Link Analysis: Hubs and Authorities on the World Wide Web. SIAM Rev. 46(2): 256-268 (2004) - 2003
- [j27]Bernd Hamann, E. Wes Bethel, Horst D. Simon
, Juan C. Meza
:
NERSC "Visualization Greenbook" Future Visualization Needs of the Doe Computational Science Community Hosted at NERSC. Int. J. High Perform. Comput. Appl. 17(2): 97-123 (2003) - [c45]Chris H. Q. Ding, Xiaofeng He, Parry Husbands, Hongyuan Zha, Horst D. Simon:
PageRank: HITS and a Unified Framework for Link Analysis. SDM 2003: 249-253 - 2002
- [j26]Xiaofeng He, Hongyuan Zha, Chris H. Q. Ding, Horst D. Simon
:
Web document clustering using hyperlink structures. Comput. Stat. Data Anal. 41(1): 19-45 (2002) - [j25]Zhenyue Zhang, Hongyuan Zha, Horst D. Simon
:
Low-Rank Approximations with Sparse Factors I: Basic Algorithms and Error Analysis. SIAM J. Matrix Anal. Appl. 23(3): 706-727 (2002) - [c44]Chris H. Q. Ding, Xiaofeng He, Hongyuan Zha, Horst D. Simon
:
Adaptive dimension reduction for clustering high dimensional data. ICDM 2002: 147-154 - [c43]Chris H. Q. Ding, Xiaofeng He, Hongyuan Zha, Horst D. Simon
:
Unsupervised Learning: Self-aggregation in Scaled Principal Component Space. PKDD 2002: 112-124 - [c42]Chris H. Q. Ding, Xiaofeng He, Parry Husbands, Hongyuan Zha, Horst D. Simon:
PageRank, HITS and a unified framework for link analysis. SIGIR 2002: 353-354 - 2001
- [c41]Hongyuan Zha, Xiaofeng He, Chris H. Q. Ding, Ming Gu, Horst D. Simon:
Bipartite Graph Partitioning and Data Clustering. CIKM 2001: 25-32 - [c40]Chris H. Q. Ding, Xiaofeng He, Hongyuan Zha, Ming Gu, Horst D. Simon
:
A Min-max Cut Algorithm for Graph Partitioning and Data Clustering. ICDM 2001: 107-114 - [c39]Xiaofeng He, Chris H. Q. Ding, Hongyuan Zha, Horst D. Simon
:
Automatic Topic Identification Using Webpage Clustering. ICDM 2001: 195-202 - [c38]Hongyuan Zha, Xiaofeng He, Chris H. Q. Ding, Ming Gu, Horst D. Simon:
Spectral Relaxation for K-means Clustering. NIPS 2001: 1057-1064 - [i1]Hongyuan Zha, Xiaofeng He, Chris H. Q. Ding, Ming Gu, Horst D. Simon:
Bipartite graph partitioning and data clustering. CoRR cs.IR/0108018 (2001) - 2000
- [j24]Kesheng Wu
, Horst D. Simon
:
Thick-Restart Lanczos Method for Large Symmetric Eigenvalue Problems. SIAM J. Matrix Anal. Appl. 22(2): 602-616 (2000) - [j23]Horst D. Simon
, Hongyuan Zha:
Low-Rank Matrix Approximation Using the Lanczos Bidiagonalization Process with Applications. SIAM J. Sci. Comput. 21(6): 2257-2274 (2000)
1990 – 1999
- 1999
- [j22]Stephen T. Barnard, Luis M. Bernardo, Horst D. Simon
:
An MPI Implementation of the SPAI Preconditioner on the T3E. Int. J. High Perform. Comput. Appl. 13(2): 107-123 (1999) - [j21]Erich Strohmaier, Jack J. Dongarra, Hans Werner Meuer, Horst D. Simon
:
The marketplace of high-performance computing. Parallel Comput. 25(13-14): 1517-1544 (1999) - [j20]Hongyuan Zha, Horst D. Simon
:
On Updating Problems in Latent Semantic Indexing. SIAM J. Sci. Comput. 21(2): 782-791 (1999) - [c37]Horst D. Simon
, William T. C. Kramer, Robert F. Lucas:
Building the Teraflops/Petabytes Production Supercomputing Center. Euro-Par 1999: 61-77 - [c36]Kesheng Wu, Horst D. Simon:
An Evaluation of the Parallel Shift-and-Invert Lanczos Method. PDPTA 1999: 2913-2919 - [c35]Kesheng Wu, Horst D. Simon:
Parallel Efficiency of the Lanczos Method for Eigenvalue Problems. PP 1999 - 1998
- [j19]Horst D. Simon
, Andrew Sohn, Rupak Biswas:
HARP: A Dynamic Spectral Partitioner. J. Parallel Distributed Comput. 50(1/2): 83-103 (1998) - [j18]Gene H. Golub, Lan Chieh Huang, Horst D. Simon
, Wei-Pai Tang:
A Fast Poisson Solver for the Finite Difference Solution of the Incompressible Navier-Stokes Equations. SIAM J. Sci. Comput. 19(5): 1606-1624 (1998) - [c34]Hongyuan Zha, Osni Marques, Horst D. Simon
:
Large-Scale SVD and Subspace-Based Methods for Information Retrieval. IRREGULAR 1998: 29-42 - [c33]Kesheng Wu, Horst D. Simon
:
Thick-Restart Lanczos Method for Symmetric Eigenvalue Problems. IRREGULAR 1998: 43-55 - [c32]Andrew Sohn, Horst D. Simon
:
S-HARP: A Parallel Dynamic Spectral Partitioner (A short summary). IRREGULAR 1998: 376-385 - [c31]Andrew Sohn, Horst D. Simon
:
S-HARP: A Scalable Parallel Dynamic Partitioner for Adaptive Mesh-based Computations. SC 1998: 30 - [c30]Kesheng Wu
, Andrew Canning, Horst D. Simon
:
A new Lanczos method for electronic structure calculations. SC 1998: 35 - [e2]Afonso Ferreira, José D. P. Rolim, Horst D. Simon, Shang-Hua Teng:
Solving Irregularly Structured Problems in Parallel, 5th International Symposium, IRREGULAR '98, Berkeley, California, USA, August 9-11, 1998, Proceedings. Lecture Notes in Computer Science 1457, Springer 1998, ISBN 3-540-64809-7 [contents] - 1997
- [j17]Jack J. Dongarra, Hans Werner Meuer, Horst D. Simon
, Erich Strohmaier:
Changing technologies of HPC. Future Gener. Comput. Syst. 12(5): 461-474 (1997) - [j16]Horst D. Simon
, Shang-Hua Teng:
How Good is Recursive Bisection? SIAM J. Sci. Comput. 18(5): 1436-1445 (1997) - [c29]Erich Strohmaier, Jack J. Dongarra, Hans Werner Meuer, Horst D. Simon
:
Industrial Application Areas of High-Performance Computing. HPCN Europe 1997: 3-10 - [c28]Bernd G. Pfrommer, Steven G. Louie, Horst D. Simon:
Conjugate-Gradient Based Electronic Structure Calculations on the Cray T3E and SGI PowerChallenge. PP 1997 - [c27]Horst D. Simon, Andrew Sohn, Rupak Biswas:
HARP: A Fast Spectral Partitioner. SPAA 1997: 43-52 - 1996
- [c26]Jack J. Dongarra, Hans Werner Meuer, Horst D. Simon
, Erich Strohmaier:
Changing Technologies of HPC. HPCN Europe 1996: 875-879 - [c25]Horst D. Simon
, Andrew Sohn:
Dynamic Spectral Partitioning (Abstract). IRREGULAR 1996: 87 - [c24]Rupak Biswas, Ira Pramanick, Andrew Sohn, Horst D. Simon:
Unstructured adaptive grid computations on an array of SMPs. Parallel CFD 1996: 140-147 - [c23]Andrew Sohn, Rupak Biswas, Horst D. Simon:
A Dynamic Load Balancing Framework for Unstructured Adaptive Computations on Distributed-Memory Multiprocessors. SPAA 1996: 189-192 - [c22]Andrew Sohn, Rupak Biswas, Horst D. Simon
:
Impact Of Load Balancing On Unstructured Adaptive Grid Computations For Distributed-Memory Multiprocessors. SPDP 1996: 26-33 - 1995
- [j15]Alan H. Karp, Michael T. Heath, Don Heller, Horst D. Simon:
1994 Gordon Bell Prize Winners: Judges' Summary. Computer 28(1): 68-74 (1995) - [j14]Stephen T. Barnard, Alex Pothen
, Horst D. Simon
:
A spectral algorithm for envelope reduction of sparse matrices. Numer. Linear Algebra Appl. 2(4): 317-334 (1995) - [c21]Horst D. Simon, Erich Strohmaier:
Statistical analysis of NAS parallel benchmarks and LINPACK results. HPCN Europe 1995: 626-633 - [c20]Eddy Pramono, Horst D. Simon, Andrew Sohn:
Dynamic Load Balancing for Finite Element Calculations on Parallel Computers. PP 1995: 599-604 - [c19]Stephen T. Barnard, Horst D. Simon:
A Parallel Implementation of Multilevel Recursive Spectral Besection for Application to Adaptive Unstructured Meshes. PP 1995: 627-632 - [e1]David H. Bailey, Petter E. Bjørstad, John R. Gilbert, Michael Mascagni, Robert S. Schreiber, Horst D. Simon, Virginia Torczon, Layne T. Watson:
Proceedings of the Seventh SIAM Conference on Parallel Processing for Scientific Computing, PP 1995, San Francisco, California, USA, February 15-17, 1995. SIAM 1995, ISBN 0-89871-344-7 [contents] - 1994
- [j13]Alan H. Karp, Don Heller, Horst D. Simon:
1993 Gordon Bell Prize Winners: Judges' Summary. Computer 27(1): 69-75 (1994) - [j12]Stephen T. Barnard, Horst D. Simon
:
Fast multilevel implementation of recursive spectral bisection for partitioning unstructured problems. Concurr. Pract. Exp. 6(2): 101-117 (1994) - [j11]Roger G. Grimes, John G. Lewis, Horst D. Simon:
A Shifted Block Lanczos Algorithm for Solving Sparse Symmetric Generalized Eigenproblems. SIAM J. Matrix Anal. Appl. 15(1): 228-272 (1994) - [c18]Subhash Saini, Horst D. Simon
:
Applications Performance on Intel Paragon XP/S-15. HPCN 1994: 493-498 - [c17]Subhash Saini, Horst D. Simon:
Applications performance under OSF/1 AD and SUNMOS on Intel Paragon XP/S-15. SC 1994: 580-589 - 1993
- [j10]Alan H. Karp, Ken Miura, Horst D. Simon:
1992 Gordon Bell Prize Winners. Computer 26(1): 77-82 (1993) - [j9]David H. Bailey, Eric Barszcz, Leonardo Dagum, Horst D. Simon
:
NAS parallel benchmark results. IEEE Parallel Distributed Technol. Syst. Appl. 1(1): 43-51 (1993) - [c16]Horst D. Simon, A. Yeremin:
A New Approach to Construction of Efficient Iterative Schemes for Massively Parallel Applications: Variable Block CG and BiCG Methods and Variable Block Arnoldi Procedure. PPSC 1993: 57-60 - [c15]Marcus J. Grote, Horst D. Simon:
Parallel Preconditioning and Approximate Inverses on the Connection Machine. PPSC 1993: 519-523 - [c14]Stephen T. Barnard, Horst D. Simon:
A Fast Multilevel Implementation of Recursive Spectral Bisection for Partitioning Unstructured Problems. PPSC 1993: 711-718 - [c13]Stephen T. Barnard, Alex Pothen
, Horst D. Simon
:
A spectral algorithm for envelope reduction of sparse matrices. SC 1993: 493-502 - [c12]Don Eric Heller, Alan H. Karp, Horst D. Simon
:
Gordon Bell prize lectures 1993. SC 1993: 514-515 - 1992
- [j8]V. Venkatakrishnan, Horst D. Simon
, Timothy J. Barth:
A MIMD implementation of a parallel Euler solver for unstructured grids. J. Supercomput. 6(2): 117-137 (1992) - [c11]Alex Pothen
, Horst D. Simon
, Lie Wang, Stephen T. Barnard:
Towards a Fast Implementation of Spectral Nested Dissection. SC 1992: 42-51 - [c10]David H. Bailey, Leonardo Dagum, Eric Barszcz, Horst D. Simon
:
NAS Parallel Benchmark Results. SC 1992: 386-393 - [c9]Alan H. Karp, Ken Miura, Horst D. Simon:
Gordon Bell Prize Lectures 1992. SC 1992: 536-537 - [c8]Horst D. Simon:
Experience with Massive Parallelism for CFD Applications at NASA Ames Research Center. Supercomputer 1992: 122-136 - [c7]Christian H. Bischof, Horst D. Simon:
The Implementation of the U.S. High Performance Computing and Communications Program. Supercomputer 1992: 198-212 - 1991
- [j7]David H. Bailey, Eric Barszcz, John T. Barton, D. S. Browning, Robert L. Carter, Leonardo Dagum, Rod A. Fatoohi, Paul O. Frederickson, T. A. Lasinski, Robert Schreiber, Horst D. Simon
, V. Venkatakrishnan, Sisira Weeratunga:
The Nas Parallel Benchmarks. Int. J. High Perform. Comput. Appl. 5(3): 63-73 (1991) - [j6]Jack J. Dongarra, Alan H. Karp, Ken Miura, Horst D. Simon:
1990 Gordon Bell Prize Winners. IEEE Softw. 8(3): 92-97 (1991) - [j5]David H. Bailey, King Lee, Horst D. Simon
:
Using Strassen's algorithm to accelerate the solution of linear systems. J. Supercomput. 4(4): 357-371 (1991) - [c6]V. Venkatakrishnan, Horst D. Simon, Timothy J. Barth:
A MIMD Implementation of a Parallel Euler Solver for Unstructured Grids. PP 1991: 253-256 - [c5]David H. Bailey, Eric Barszcz, John T. Barton, D. S. Browning, Robert L. Carter, Leonardo Dagum, Rod Fatoohi, Paul O. Frederickson, T. A. Lasinski, Robert Schreiber, Horst D. Simon
, V. Venkatakrishnan, Sisira Weeratunga:
The NAS parallel benchmarks - summary and preliminary results. SC 1991: 158-165 - [c4]Jack J. Dongarra, Alan H. Karp, Ken Miura, Horst D. Simon
:
Gordon Bell prize lectures. SC 1991: 328-337 - 1990
- [j4]Horst D. Simon
:
Are Highly Parallel Systems Ready for Prime Time? Int. J. High Perform. Comput. Appl. 4(1): 88-94 (1990)
1980 – 1989
- 1989
- [j3]David H. Bailey, Horst D. Simon
, John T. Barton, Martin J. Fouts:
Floating Point Arithmetic in Future Supercomputers. Int. J. High Perform. Comput. Appl. 3(3): 86-90 (1989) - [c3]Alex Pothen, Horst D. Simon:
Spectral Algorithms for Ordering Sparse Matrices in Parallel. PP 1989: 120-121 - [c2]Horst D. Simon:
Parallel Preconditioners for the Connection Machine. PP 1989: 389-390 - 1988
- [j2]Richard E. Anderson, Roger G. Grimes, Horst D. Simon
:
Performance comparison of the CRAY X-MP/24 with SDD and the CRAY-2. J. Supercomput. 1(4): 409-419 (1988) - [j1]Roger G. Grimes, Horst D. Simon
:
Solution of large, dense symmetric generalized eigenvalue problems using secondary storage. ACM Trans. Math. Softw. 14(3): 241-256 (1988) - 1986
- [c1]John G. Lewis, Horst D. Simon:
The Impact of Hardware Gather/Scatter on Sparse Gaussian Elimination. ICPP 1986: 366-368
Coauthor Index
aka: Chris H. Q. Ding
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