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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
Chris Ding
aka: Chris H. Q. Ding
aka: Chris H. Q. Ding
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