Kyle A. Gallivan

Publication Activity (10 Years)

Years Active: 1986-2023
Publications (10 Years): 30

Top Topics

Optimization Methods

Riemannian Manifolds

Top Venues

Publications

Yijia Zhou, Kyle A. Gallivan, Adrian Barbu
Scalable Clustering: Large Scale Unsupervised Learning of Gaussian Mixture Models with Outliers. CoRR (2023)
Guillaume Olikier, Kyle A. Gallivan, Pierre-Antoine Absil
First-order optimization on stratified sets. CoRR (2023)
Guillaume Olikier, Kyle A. Gallivan, Pierre-Antoine Absil
An apocalypse-free first-order low-rank optimization algorithm. CoRR (2022)
Wen Huang, Kyle A. Gallivan
A Limited-Memory Riemannian Symmetric Rank-One Trust-Region Method with a Restart Strategy. J. Sci. Comput. 93 (1) (2022)
Shuyu Dong, Bin Gao, Wen Huang, Kyle A. Gallivan
On the analysis of optimization with fixed-rank matrices: a quotient geometric view. CoRR (2022)
Guillaume Olikier, Kyle A. Gallivan, Pierre-Antoine Absil
Comparison of an Apocalypse-Free and an Apocalypse-Prone First-Order Low-Rank Optimization Algorithm. CoRR (2022)
Melissa Marchand, Kyle A. Gallivan, Wen Huang, Paul Van Dooren
Analysis of the Neighborhood Pattern Similarity Measure for the Role Extraction Problem. SIAM J. Math. Data Sci. 3 (2) (2021)
Xin Li, Feng Bao, Kyle A. Gallivan
A Drift Homotopy Implicit Particle Filter Method for Nonlinear Filtering problems. CoRR (2021)
Reid Wagner, Benjamin S. Toups, Zhifeng Deng, Kyle A. Gallivan, Jeremy M. Brown, James C. Wilgenbusch
Investigating the Genomic Distribution of Phylogenetic Signal with CloudForest. PEARC (2021)
Meng Wei, Wen Huang, Kyle A. Gallivan, Paul Van Dooren
Community Detection by a Riemannian Projected Proximal Gradient Method. CoRR (2020)
Xinru Yuan, Wen Huang, Pierre-Antoine Absil, Kyle A. Gallivan
Computing the matrix geometric mean: Riemannian versus Euclidean conditioning, implementation techniques, and a Riemannian BFGS method. Numer. Linear Algebra Appl. 27 (5) (2020)
Zhe Su, Martin Bauer, Eric Klassen, Kyle A. Gallivan
Simplifying Transformations for a Family of Elastic Metrics on the Space of Surfaces. CVPR Workshops (2020)
Melissa Marchand, Kyle A. Gallivan, Wen Huang, Paul Van Dooren
Analysis of the Neighborhood Pattern Similarity Measure for the Role Extraction Problem. CoRR (2020)
Emilie Renard, Pierre-Antoine Absil, Kyle A. Gallivan
Minimax center to extract a common subspace from multiple datasets. ESANN (2019)
Shuyu Dong, Pierre-Antoine Absil, Kyle A. Gallivan
Preconditioned conjugate gradient algorithms for graph regularized matrix completion. ESANN (2019)
Wen Huang, Pierre-Antoine Absil, Kyle A. Gallivan
A Riemannian BFGS Method Without Differentiated Retraction for Nonconvex Optimization Problems. SIAM J. Optim. 28 (1) (2018)
Wen Huang, Pierre-Antoine Absil, Kyle A. Gallivan, Paul Hand
ROPTLIB: An Object-Oriented C++ Library for Optimization on Riemannian Manifolds. ACM Trans. Math. Softw. 44 (4) (2018)
Emilie Renard, Kyle A. Gallivan, Pierre-Antoine Absil
A Grassmannian Minimum Enclosing Ball Approach for Common Subspace Extraction. LVA/ICA (2018)
Wen Huang, Pierre-Antoine Absil, Kyle A. Gallivan
Intrinsic representation of tangent vectors and vector transports on matrix manifolds. Numerische Mathematik 136 (2) (2017)
Wen Huang, Kyle A. Gallivan, Xiangxiong Zhang
Solving PhaseLift by Low-Rank Riemannian Optimization Methods for Complex Semidefinite Constraints. SIAM J. Sci. Comput. 39 (5) (2017)
James C. Wilgenbusch, Wen Huang, Kyle A. Gallivan
Visualizing phylogenetic tree landscapes. BMC Bioinform. 18 (1) (2017)
Guifang Zhou, Wen Huang, Kyle A. Gallivan, Paul Van Dooren, Pierre-Antoine Absil
A Riemannian rank-adaptive method for low-rank optimization. Neurocomputing 192 (2016)
Xinru Yuan, Wen Huang, Pierre-Antoine Absil, Kyle A. Gallivan
A Riemannian Limited-memory BFGS Algorithm for Computing the Matrix Geometric Mean. ICCS (2016)
Wen Huang, Kyle A. Gallivan, Anuj Srivastava, Pierre-Antoine Absil
Riemannian Optimization for Registration of Curves in Elastic Shape Analysis. J. Math. Imaging Vis. 54 (3) (2016)
Wen Huang, Kyle A. Gallivan, Xiangxiong Zhang
Solving PhaseLift by Low-rank Riemannian Optimization Methods. ICCS (2016)
Wen Huang, Kyle A. Gallivan, Pierre-Antoine Absil
A Broyden Class of Quasi-Newton Methods for Riemannian Optimization. SIAM J. Optim. 25 (3) (2015)
Guifang Zhou, Wen Huang, Kyle A. Gallivan, Paul Van Dooren, Pierre-Antoine Absil
Rank-constrained optimization: a Riemannian manifold approach. ESANN (2015)
Yaqing You, Wen Huang, Kyle A. Gallivan, Pierre-Antoine Absil
A Riemannian approach for computing geodesies in elastic shape analysis. GlobalSIP (2015)
Wen Huang, Pierre-Antoine Absil, Kyle A. Gallivan
A Riemannian symmetric rank-one trust-region method. Math. Program. 150 (2) (2015)
Wen Huang, Pierre-Antoine Absil, Kyle A. Gallivan
A Riemannian BFGS Method for Nonconvex Optimization Problems. ENUMATH (2015)
Suviseshamuthu Easter Selvan, Umberto Amato, Kyle A. Gallivan, Chunhong Qi, Maria Francesca Carfora, Michele Larobina, Bruno Alfano
Descent Algorithms on Oblique Manifold for Source-Adaptive ICA Contrast. IEEE Trans. Neural Networks Learn. Syst. 23 (12) (2012)
Paul Van Dooren, Kyle A. Gallivan, Pierre-Antoine Absil
-Optimal Model Reduction with Higher-Order Poles. SIAM J. Matrix Anal. Appl. 31 (5) (2010)
Quentin Rentmeesters, Pierre-Antoine Absil, Paul Van Dooren, Kyle A. Gallivan, Anuj Srivastava
An efficient particle filtering technique on the Grassmann manifold. ICASSP (2010)
Chafik Samir, Paul Van Dooren, D. Laurent, Kyle A. Gallivan, Pierre-Antoine Absil
Elastic Morphing of 2D and 3D Objects on a Shape Manifold. ICIAR (2009)
Pierre-Antoine Absil, Kyle A. Gallivan
Accelerated Line-search and Trust-region Methods. SIAM J. Numer. Anal. 47 (2) (2009)
Yiming Wu, Xiuwen Liu, Washington Mio, Kyle A. Gallivan
Two-stage optimal component analysis. Comput. Vis. Image Underst. 110 (1) (2008)
Paul Van Dooren, Kyle A. Gallivan, Pierre-Antoine Absil
-optimal model reduction of MIMO systems. Appl. Math. Lett. 21 (12) (2008)
Pierre-Antoine Absil, C. G. Baker, Kyle A. Gallivan
Trust-Region Methods on Riemannian Manifolds. Found. Comput. Math. 7 (3) (2007)
Peiyi Tang, Markus P. Turkia, Kyle A. Gallivan
Mining web access patterns with first-occurrence linked WAP-trees. SEDE (2007)
Robert A. van Engelen, Kyle A. Gallivan, Burt Walsh
Parametric timing estimation with Newton-Gregory formulae. Concurr. Comput. Pract. Exp. 18 (11) (2006)
Prasad A. Kulkarni, Wankang Zhao, Stephen Hines, David B. Whalley, Xin Yuan, Robert van Engelen, Kyle A. Gallivan, Jason Hiser, Jack W. Davidson, Baosheng Cai, Mark W. Bailey, Hwashin Moon, Kyunghwan Cho, Yunheung Paek
VISTA: VPO interactive system for tuning applications. ACM Trans. Embed. Comput. Syst. 5 (4) (2006)
Matthew D. Kleffner, Douglas L. Jones, Jason Hiser, Prasad A. Kulkarni, Julie Parent, Stephen Hines, David B. Whalley, Jack W. Davidson, Kyle A. Gallivan
On the Use of Compilers in DSP Laboratory Instruction. ICASSP (2) (2006)
Yiming Wu, Xiuwen Liu, Washington Mio, Kyle A. Gallivan
Two-Stage Optimal Component Analysis. ICIP (2006)
Yixin Shou, Robert A. van Engelen, Johnnie Birch, Kyle A. Gallivan
Toward efficient flow-sensitive induction variable analysis and dependence testing for loop optimization. ACM Southeast Regional Conference (2006)
Pierre-Antoine Absil, Kyle A. Gallivan
Joint Diagonalization on the Oblique Manifold for Independent Component Analysis. ICASSP (5) (2006)
Johnnie Birch, Robert A. van Engelen, Kyle A. Gallivan, Yixin Shou
An empirical evaluation of chains of recurrences for array dependence testing. PACT (2006)
C. G. Baker, Pierre-Antoine Absil, Kyle A. Gallivan
An Implicit Riemannian Trust-Region Method for the Symmetric Generalized Eigenproblem. International Conference on Computational Science (1) (2006)
Pierre-Antoine Absil, C. G. Baker, Kyle A. Gallivan, Ahmed H. Sameh
Adaptive Model Trust Region Methods for Generalized Eigenvalue Problems. International Conference on Computational Science (1) (2005)
Kyle A. Gallivan, Antoine Vandendorpe, Paul Van Dooren
Model Reduction of MIMO Systems via Tangential Interpolation. SIAM J. Matrix Anal. Appl. 26 (2) (2004)
Athanasios C. Antoulas, Danny C. Sorensen, Kyle A. Gallivan, Paul Van Dooren, Ananth Grama, Christoph Hoffmann, Ahmed H. Sameh
Model Reduction of Large-Scale Dynamical Systems. International Conference on Computational Science (2004)
Robert A. Soni, Kyle A. Gallivan, W. Kenneth Jenkins
Low-complexity data reusing methods in adaptive filtering. IEEE Trans. Signal Process. 52 (2) (2004)
Xiuwen Liu, Anuj Srivastava, Kyle A. Gallivan
Optimal Linear Representations of Images for Object Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 26 (5) (2004)
Peter M. W. Knijnenburg, Toru Kisuki, Kyle A. Gallivan, Michael F. P. O'Boyle
The effect of cache models on iterative compilation for combined tiling and unrolling. Concurr. Comput. Pract. Exp. 16 (2-3) (2004)
Robert A. van Engelen, Johnnie Birch, Yixin Shou, Burt Walsh, Kyle A. Gallivan
A unified framework for nonlinear dependence testing and symbolic analysis. ICS (2004)
Younes Chahlaoui, Kyle A. Gallivan, Paul Van Dooren
Recursive Calculation of Dominant Singular Subspaces. SIAM J. Matrix Anal. Appl. 25 (2) (2003)
Prasad A. Kulkarni, Wankang Zhao, Hwashin Moon, Kyunghwan Cho, David B. Whalley, Jack W. Davidson, Mark W. Bailey, Yunheung Paek, Kyle A. Gallivan
Finding effective optimization phase sequences. LCTES (2003)
Xiuwen Liu, Anuj Srivastava, Kyle A. Gallivan
Optimal Linear Representations of Images for Object Recognition. CVPR (1) (2003)
Paul van der Mark, Robert van Engelen, Kyle A. Gallivan, W. Dewar
A Case Study for Automatic Code Generation on a Coupled Ocean-Atmosphere Model. International Conference on Computational Science (1) (2002)
Robert van Engelen, Kyle A. Gallivan
The gSOAP Toolkit for Web Services and Peer-to-Peer Computing Networks. CCGRID (2002)
Kyle A. Gallivan, Ahmed H. Sameh, Zahari Zlatev
Comparison of Ten Methods for the Solution of Large and Sparse Linear Algebraic Systems. Numerical Methods and Application (2002)
Wankang Zhao, Baosheng Cai, David B. Whalley, Mark W. Bailey, Robert van Engelen, Xin Yuan, Jason Hiser, Jack W. Davidson, Kyle A. Gallivan, Douglas L. Jones
VISTA: a system for interactive code improvement. LCTES-SCOPES (2002)
Peter M. W. Knijnenburg, Toru Kisuki, Kyle A. Gallivan
Cache Models for Iterative Compilation. Euro-Par (2001)
X. Rao, Kyle A. Gallivan, Paul Van Dooren
Convergence analysis of a Riccati-based stabilization method. ECC (2001)
X. Rao, Kyle A. Gallivan, Paul Van Dooren
Riccati equation-based stabilization of large scale dynamical systems. CDC (2000)
Robert A. Soni, Kyle A. Gallivan, W. Kenneth Jenkins
Rapid convergence in fault tolerant adaptive algorithms. ISCAS (3) (1999)
Robert A. Soni, Kyle A. Gallivan, W. Kenneth Jenkins
Affine projection methods in fault tolerant adaptive filtering. ICASSP (1999)
Bret A. Marsolf, Kyle A. Gallivan, Harry A. G. Wijshoff
The Utilization of Matrix Structure to Generate Optimized Code from MATLAB Programs. Int. J. Parallel Program. 27 (2) (1999)
Kyle A. Gallivan, Paul Van Dooren
Rational approximations of pre-filtered transfer functions via the Lanczos algorithm. Numer. Algorithms 20 (4) (1999)
Alexander V. Veidenbaum, Pen-Chung Yew, David J. Kuck, Constantine D. Polychronopoulos, David A. Padua, Edward S. Davidson, Kyle A. Gallivan
Retrospective: The Cedar System. 25 Years ISCA: Retrospectives and Reprints (1998)
Bret A. Marsolf, Aart J. C. Bik, Kyle A. Gallivan, Harry A. G. Wijshoff
The Generation of Optimized Codes Using Nonzero Structure Analysis. ISHPC (1997)
Xiaoge Wang, Kyle A. Gallivan, Randall Bramley
CIMGS: An Incomplete Orthogonal FactorizationPreconditioner. SIAM J. Sci. Comput. 18 (2) (1997)
Kyle A. Gallivan, Bret A. Marsolf, Harry A. G. Wijshoff
Solving Large Nonsymmetric Sparse Linear Systems Using MCSPARSE. Parallel Comput. 22 (10) (1996)
Luiz De Rose, Kyle A. Gallivan, Efstratios Gallopoulos
3-D Land Avoidance and Load Balancing in Regional Ocean Simulation. ICPP, Vol. 2 (1996)
Kyle A. Gallivan, G. Grimme, Paul Van Dooren
A rational Lanczos algorithm for model reduction. Numer. Algorithms 12 (1) (1996)
Yen-Cheng Wen, Kyle A. Gallivan, Resve A. Saleh
Improving Parallel Circuit Simulation Using High-Level Waveforms. ISCAS (1995)
Luiz De Rose, Kyle A. Gallivan, Efstratios Gallopoulos, Bret A. Marsolf, David A. Padua
FALCON: A MATLAB Interactive Restructuring Compiler. LCPC (1995)
Kyle A. Gallivan, Per Christian Hansen, Tzvetan Ostromsky, Zahari Zlatev
Locally Optimized Reordering Algorithm and its Application to a Parallel Sparse Linear System Solver. Computing 54 (1) (1995)
Masayuki Kuba, Constantine D. Polychronopoulos, Kyle A. Gallivan
The Synergetic Effect of Compiler, Architecture, and Manual Optimizations on the Performance of CFD On Multiprocessors. SC (1995)
Kyle A. Gallivan, Bret A. Marsolf, Harry A. G. Wijshoff
The parallel solution of nonsymmetric sparse linear systems using the H* reordering and an associated factorization. International Conference on Supercomputing (1994)
Kyle A. Gallivan, Srikanth Thirumalai, Paul Van Dooren
On Solving Block Toeplitz Systems Using a Block Schur Algorithm. ICPP (3) (1994)
David J. Kuck, Edward S. Davidson, Duncan H. Lawrie, Ahmed H. Sameh, Chuan-Qi Zhu, Alexander V. Veidenbaum, Jeff Konicek, Pen-Chung Yew, Kyle A. Gallivan, William Jalby, Harry A. G. Wijshoff, Randall Bramley, Ulrike Meier Yang, Perry A. Emrath, David A. Padua, Rudolf Eigenmann, Jay P. Hoeflinger, Greg P. Jaxon, Zhiyuan Li, T. Murphy, John T. Andrews, Stephen W. Turner
The Cedar System and an Initial Performance Study. ISCA (1993)
Gih-Guang Hung, Yen-Cheng Wen, Kyle A. Gallivan, Resve A. Saleh
Improving the performance of parallel relaxation-based circuit simulators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 12 (11) (1993)
Luiz De Rose, Kyle A. Gallivan, Efstratios Gallopoulos
Experiments with an ocean circulation model on CEDAR. ICS (1992)
Kyle A. Gallivan, William Jalby, Stephen W. Turner, Alexander V. Veidenbaum, Harry A. G. Wijshoff
Preliminary Performance Analysis of the Cedar Multiprocessor Memory System. ICPP (1) (1991)
Luiz De Rose, Kyle A. Gallivan, Efstratios Gallopoulos, Antonio Navarra
Parallel Ocean Circulation Modeling on Cedar. PPSC (1991)
Yen-Cheng Wen, Kyle A. Gallivan, Resve A. Saleh
Parallel Event-Driven Waveform Relaxation. ICCD (1991)
Kyle A. Gallivan, William Jalby, Allen D. Malony, Harry A. G. Wijshoff
Performance Prediction for Parallel Numerical Algorithms. Int. J. High Speed Comput. 3 (1) (1991)
Kyle A. Gallivan, Ahmed H. Sameh, Zahari Zlatev
Solving general sparse linear systems using conjugate gradient-type methods. ICS (1990)
Kyle A. Gallivan, Dennis Gannon, William Jalby, Allen D. Malony, Harry A. G. Wijshoff
Experimentally Characterizing the Behavior of Multiprocessor Memory Systems. A Case Study. IEEE Trans. Software Eng. 16 (2) (1990)
Gih-Guang Hung, Yen-Cheng Wen, Kyle A. Gallivan, Resve A. Saleh
Parallel Circuit Simulation Using Hierarchical Relaxation. DAC (1990)
Kyle A. Gallivan, Robert J. Plemmons, Ahmed H. Sameh
Parallel Algorithms for Dense Linear Algebra Computations. SIAM Rev. 32 (1) (1990)
Kyle A. Gallivan, Dennis Gannon, William Jalby, Allen D. Malony, Harry A. G. Wijshoff
Behavioral Characterization of Multiprocessor Memory Systems: A Case Study. SIGMETRICS (1989)
Kyle A. Gallivan, William Jalby, Allen D. Malony, Harry A. G. Wijshoff
Performance prediction of loop constructs on multiprocessor hierarchical-memory systems. ICS (1989)
Kyle A. Gallivan, Bret A. Marsolf, Harry A. G. Wijshoff
A Large-Grain Parallel Sparse System Solver. PPSC (1989)
Dennis Gannon, William Jalby, Kyle A. Gallivan
Strategies for Cache and Local Memory Management by Global Program Transformation. J. Parallel Distributed Comput. 5 (5) (1988)
Kyle A. Gallivan, William Jalby, Dennis Gannon
On the problem of optimizing data transfers for complex memory systems. ICS (1988)
Virendrakumar C. Bhavsar, T. Tassou, Esam M. A. Hussein, Kyle A. Gallivan
Monte Carlo Neutron Transport on the Alliant FX/8. ICPP (1987)
Dennis Gannon, William Jalby, Kyle A. Gallivan
Strategies for Cache and Local Memory Management by Global Program Transformation. ICS (1987)
Michael W. Berry, Kyle A. Gallivan, William J. Harrod, William Jalby, Sy-Shin Lo, Ulrike Meier, Bernard Philippe, Ahmed H. Sameh
Parallel Algorithms on the CEDAR System. CONPAR (1986)