Alan Edelman - RankMe

117 papers A* 3A 5B 1C 1Misc 1Journal 78Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ABM-UDE: Developing Surrogates for Epidemic Agent-Based Models via Scientific Machine Learning. CoRR Sharv Murgai, Utkarsh Utkarsh, Kyle C. Nguyen, Alan Edelman, Erin C. S. Acquesta, Christopher Vincent Rackauckas
2026	J	`jnl`	Hierarchical Precision and Recursion for Accelerating Symmetric Linear Solves on MXUs. CoRR Vicki Carrica, Rabab Alomairy, Evelyne Ringoot, Alan Edelman
2026	J	`jnl`	NonlinearSolve.jl: High-Performance and Robust Solvers for Systems of Nonlinear Equations in Julia. ACM Trans. Math. Softw. Avik Pal, Flemming Holtorf, Axel Larsson, Torkel E. Loman, Utkarsh Utkarsh, Frank Schäfer, Qingyu Qu, Alan Edelman, Chris Rackauckas
2026	J	`jnl`	The largest 5th pivot may be the root of a 61st degree polynomial. CoRR James Chen, Alan Edelman, John Urschel
2025	J	`jnl`	A GPU-resident Memory-Aware Algorithm for Accelerating Bidiagonalization of Banded Matrices. CoRR Evelyne Ringoot, Rabab Alomairy, Alan Edelman
2025	J	`jnl`	Efficient Symbolic Computation via Hash Consing. CoRR Bowen Zhu, Aayush Sabharwal, Songchen Tan, Yingbo Ma, Alan Edelman, Christopher Rackauckas
2025	J	`jnl`	Matrix Calculus (for Machine Learning and Beyond). CoRR Paige Bright, Alan Edelman, Steven G. Johnson
2025	B	`conf`	Performant Unified GPU Kernels for Portable Singular Value Computation Across Hardware and Precision. ICPP Evelyne Ringoot, Rabab Alomairy, Valentin Churavy, Alan Edelman
2025	J	`jnl`	Performant Unified GPU Kernels for Portable Singular Value Computation Across Hardware and Precision. CoRR Evelyne Ringoot, Rabab Alomairy, Valentin Churavy, Alan Edelman
2025	J	`jnl`	Physics-Constrained Flow Matching: Sampling Generative Models with Hard Constraints. CoRR Utkarsh Utkarsh, Pengfei Cai, Alan Edelman, Rafael Gómez-Bombarelli, Christopher Vincent Rackauckas
2025	C	`conf`	Scalable Hamming Distance Computation Using Accelerated Matrix Transformations. ISC Rabab Alomairy, Qinglei Cao, Hatem Ltaief, David E. Keyes, Alan Edelman
2025	J	`jnl`	Scalable higher-order nonlinear solvers via higher-order automatic differentiation. CoRR Songchen Tan, Keming Miao, Alan Edelman, Christopher Rackauckas
2025	J	`jnl`	Scientific Machine Learning of Chaotic Systems Discovers Governing Equations for Neural Populations. CoRR Anthony G. Chesebro, David Hofmann, Vaibhav Dixit, Earl K. Miller, Richard H. Granger, Alan Edelman, Christopher Vincent Rackauckas, Lilianne R. Mujica-Parodi, Helmut H. Strey
2025	J	`jnl`	Semi-Explicit Neural DAEs: Learning Long-Horizon Dynamical Systems with Algebraic Constraints. CoRR Avik Pal, Alan Edelman, Christopher Rackauckas
2025	—	`conf`	Toward Portable GPU Performance: Julia Recursive Implementation of TRMM and TRSM. WAMTA Vicki Carrica, Maxwell Onyango, Rabab Alomairy, Evelyne Ringoot, James Schloss, Alan Edelman
2025	J	`jnl`	Toward Portable GPU Performance: Julia Recursive Implementation of TRMM and TRSM. CoRR Vicki Carrica, Maxwell Onyango, Rabab Alomairy, Evelyne Ringoot, James Schloss, Alan Edelman
2025	—	`conf`	When Structure is Silent: Opportunities for Algorithmic Dispatch in Linear Algebra. HPEC Emmanuel Luján, Alan Edelman
2024	J	`jnl`	Backpropagation through Back Substitution with a Backslash. SIAM J. Matrix Anal. Appl. Alan Edelman, Ekin Akyürek, Yuyang Wang
2024	—	`conf`	Dynamic Task Scheduling with Data Dependency Awareness Using Julia. HPEC Rabab Alomairy, Felipe Tome, Julian Samaroo, Alan Edelman
2024	J	`jnl`	NonlinearSolve.jl: High-Performance and Robust Solvers for Systems of Nonlinear Equations in Julia. CoRR Avik Pal, Flemming Holtorf, Axel Larsson, Torkel E. Loman, Utkarsh Rajput, Frank Schäfer, Qingyu Qu, Alan Edelman, Chris Rackauckas
2024	J	`jnl`	On a perturbation analysis of Higham squared maximum Gaussian elimination growth matrices. CoRR Alan Edelman, John Urschel, Bowen Zhu
2024	J	`jnl`	On the Limit of the Tridiagonal Model for β-Dyson Brownian Motion. CoRR Alan Edelman, Sungwoo Jeong, Ron Nissim
2024	J	`jnl`	Performance Bounds for Quantum Feedback Control. IEEE Trans. Autom. Control. Flemming Holtorf, Frank Schäfer, Julian Arnold, Christopher Vincent Rackauckas, Alan Edelman
2024	J	`jnl`	Some New Results on the Maximum Growth Factor in Gaussian Elimination. SIAM J. Matrix Anal. Appl. Alan Edelman, John Urschel
2024	J	`jnl`	Tribute to Nick Higham. Found. Comput. Math. Alan Edelman
2023	J	`jnl`	A New Upper Bound For the Growth Factor in Gaussian Elimination with Complete Pivoting. CoRR Ankit Bisain, Alan Edelman, John Urschel
2023	J	`jnl`	Automated Translation and Accelerated Solving of Differential Equations on Multiple GPU Platforms. CoRR Utkarsh Rajput, Valentin Churavy, Yingbo Ma, Tim Besard, Tim Gymnich, Adam R. Gerlach, Alan Edelman, Christopher Rackauckas
2023	J	`jnl`	BACKpropagation through BACK substitution with a BACKslash. CoRR Alan Edelman, Ekin Akyürek, Yuyang Wang
2023	—	`conf`	Continuous Deep Equilibrium Models: Training Neural ODEs Faster by Integrating Them to Infinity. HPEC Avik Pal, Alan Edelman, Chris Rackauckas
2023	J	`jnl`	Fifty Three Matrix Factorizations: A Systematic Approach. SIAM J. Matrix Anal. Appl. Alan Edelman, Sungwoo Jeong
2023	J	`jnl`	Locally Regularized Neural Differential Equations: Some Black Boxes Were Meant to Remain Closed! CoRR Avik Pal, Alan Edelman, Chris Rackauckas
2023	A*	`conf`	Locally Regularized Neural Differential Equations: Some Black Boxes were meant to remain closed! ICML Avik Pal, Alan Edelman, Christopher Vincent Rackauckas
2023	J	`jnl`	Oceananigans.jl: A model that achieves breakthrough resolution, memory and energy efficiency in global ocean simulations. CoRR Simone Silvestri, Gregory LeClaire Wagner, Christopher Hill, Matin Raayai Ardakani, Johannes P. Blaschke, Jean-Michel Campin, Valentin Churavy, Navid C. Constantinou, Alan Edelman, John Marshall, Ali Ramadhan, Andre Souza, Raffaele Ferrari
2023	J	`jnl`	Performance Bounds for Quantum Control. CoRR Flemming Holtorf, Frank Schäfer, Julian Arnold, Christopher Rackauckas, Alan Edelman
2023	J	`jnl`	Some New Results on the Maximum Growth Factor in Gaussian Elimination. CoRR Alan Edelman, John Urschel
2023	Misc	`conf`	Sum-of-Squares Bounds for Quantum Optimal Control. QCE Flemming Holtorf, Frank Schäfer, Julian Arnold, Christopher Rackauckas, Alan Edelman
2023	J	`jnl`	The conditional DPP approach to random matrix distributions. CoRR Alan Edelman, Sungwoo Jeong
2022	J	`jnl`	Bridging HPC Communities through the Julia Programming Language. CoRR Valentin Churavy, William F. Godoy, Carsten Bauer, Hendrik Ranocha, Michael Schlottke-Lakemper, Ludovic Räss, Johannes P. Blaschke, Mosè Giordano, Erik Schnetter, Samuel Omlin, Jeffrey S. Vetter, Alan Edelman
2022	—	`conf`	Composing Modeling And Simulation With Machine Learning In Julia. ANNSIM Chris Rackauckas, Maja Gwózdz, Anand Jain, Yingbo Ma, Francesco Martinuzzi, Utkarsh Rajput, Elliot Saba, Viral B. Shah, Ranjan Anantharaman, Alan Edelman, Shashi Gowda, Avik Pal, Chris Laughman
2022	J	`jnl`	Mixing Implicit and Explicit Deep Learning with Skip DEQs and Infinite Time Neural ODEs (Continuous DEQs). CoRR Avik Pal, Alan Edelman, Christopher Rackauckas
2021	—	`conf`	Accelerating Simulation of Stiff Nonlinear Systems using Continuous-Time Echo State Networks. AAAI Spring Symposium: MLPS Ranjan Anantharaman, Yingbo Ma, Shashi Gowda, Chris Laughman, Viral B. Shah, Alan Edelman, Christopher Rackauckas
2021	J	`jnl`	Composing Modeling and Simulation with Machine Learning in Julia. CoRR Christopher Rackauckas, Ranjan Anantharaman, Alan Edelman, Shashi Gowda, Maja Gwózdz, Anand Jain, Chris Laughman, Yingbo Ma, Francesco Martinuzzi, Avik Pal, Utkarsh Rajput, Elliot Saba, Viral B. Shah
2021	J	`jnl`	Fifty Three Matrix Factorizations: A systematic approach. CoRR Alan Edelman, Sungwoo Jeong
2021	J	`jnl`	High-performance symbolic-numerics via multiple dispatch. ACM Commun. Comput. Algebra Shashi Gowda, Yingbo Ma, Alessandro Cheli, Maja Gwózdz, Viral B. Shah, Alan Edelman, Christopher Rackauckas
2021	J	`jnl`	High-performance symbolic-numerics via multiple dispatch. CoRR Shashi Gowda, Yingbo Ma, Alessandro Cheli, Maja Gwózdz, Viral B. Shah, Alan Edelman, Christopher Rackauckas
2021	J	`jnl`	On the structure of the solutions to the matrix equation G CoRR Alan Edelman, Sungwoo Jeong
2020	J	`jnl`	ACED: Accelerated Computational Electrochemical systems Discovery. CoRR Rachel C. Kurchin, Eric Muckley, Lance Kavalsky, Vinay I. Hegde, Dhairya Gandhi, Xiaoyu Sun, Matthew Johnson, Alan Edelman, James E. Saal, Christopher Vincent Rackauckas, Bryce Meredig, Viral B. Shah, Venkatasubramanian Viswanathan
2020	J	`jnl`	Accelerating Simulation of Stiff Nonlinear Systems using Continuous-Time Echo State Networks. CoRR Ranjan Anantharaman, Yingbo Ma, Shashi Gowda, Chris Laughman, Viral B. Shah, Alan Edelman, Christopher Rackauckas
2020	—	`conf`	Generalized Physics-Informed Learning through Language-Wide Differentiable Programming. AAAI Spring Symposium: MLPS Christopher Rackauckas, Alan Edelman, Keno Fischer, Mike Innes, Elliot Saba, Viral B. Shah, Will Tebbutt
2020	J	`jnl`	Oceananigans.jl: Fast and friendly geophysical fluid dynamics on GPUs. J. Open Source Softw. Ali Ramadhan, Gregory LeClaire Wagner, Chris Hill, Jean-Michel Campin, Valentin Churavy, Tim Besard, Andre Souza, Alan Edelman, Raffaele Ferrari, John Marshall
2020	J	`jnl`	Signal Enhancement for Magnetic Navigation Challenge Problem. CoRR Albert R. Gnadt, Joseph Belarge, Aaron Canciani, Lauren Conger, Joseph Curro, Alan Edelman, Peter Morales, Michael F. O'Keeffe, Jonathan Taylor, Christopher Rackauckas
2020	J	`jnl`	The GSVD: Where are the Ellipses?, Matrix Trigonometry, and More. SIAM J. Matrix Anal. Appl. Alan Edelman, Yuyang Wang
2019	J	`jnl`	A Differentiable Programming System to Bridge Machine Learning and Scientific Computing. CoRR Mike Innes, Alan Edelman, Keno Fischer, Christopher Rackauckas, Elliot Saba, Viral B. Shah, Will Tebbutt
2019	J	`jnl`	Rapid software prototyping for heterogeneous and distributed platforms. Adv. Eng. Softw. Tim Besard, Valentin Churavy, Alan Edelman, Bjorn De Sutter
2018	J	`jnl`	Fast computation of the principal components of genotype matrices in Julia. CoRR Jiahao Chen, Andreas Noack, Alan Edelman
2018	—	`conf`	Random Hyperplanes, Generalized Singular Values & "What's My β?". SSP Alan Edelman, Yuyang Wang
2018	—	`conf`	TabulaROSA: Tabular Operating System Architecture for Massively Parallel Heterogeneous Compute Engines. HPEC Jeremy Kepner, Ron Brightwell, Alan Edelman, Vijay Gadepally, Hayden Jananthan, Michael Jones, Sam Madden, Peter Michaleas, Hamed Okhravi, Kevin T. Pedretti, Albert Reuther, Thomas L. Sterling, Mike Stonebraker
2018	J	`jnl`	TabulaROSA: Tabular Operating System Architecture for Massively Parallel Heterogeneous Compute Engines. CoRR Jeremy Kepner, Ron Brightwell, Alan Edelman, Vijay Gadepally, Hayden Jananthan, Michael Jones, Sam Madden, Peter Michaleas, Hamed Okhravi, Kevin T. Pedretti, Albert Reuther, Thomas L. Sterling, Mike Stonebraker
2017	—	`conf`	A more open efficient future for AI development and data science with an introduction to Julia. IEEE BigData Alan Edelman
2017	J	`jnl`	Julia: A Fresh Approach to Numerical Computing. SIAM Rev. Jeff Bezanson, Alan Edelman, Stefan Karpinski, Viral B. Shah
2016	J	`jnl`	Accelerated Convolutions for Efficient Multi-Scale Time to Contact Computation in Julia. CoRR Alexander Amini, Berthold K. P. Horn, Alan Edelman
2016	J	`jnl`	Julia Implementation of the Dynamic Distributed Dimensional Data Model. CoRR Alexander Chen, Alan Edelman, Jeremy Kepner, Vijay Gadepally, Dylan Hutchison
2016	—	`conf`	Julia implementation of the Dynamic Distributed Dimensional Data Model. HPEC Alexander Chen, Alan Edelman, Jeremy Kepner, Vijay Gadepally, Dylan Hutchison
2015	—	`conf`	Julia Introduction. IPDPS Workshops Alan Edelman
2015	A	`conf`	Julia: A fresh approach to parallel programming. IPDPS Alan Edelman
2015	J	`jnl`	Random Triangle Theory with Geometry and Applications. Found. Comput. Math. Alan Edelman, Gilbert Strang
2014	—	`conf`	Array Operators Using Multiple Dispatch: A design methodology for array implementations in dynamic languages. ARRAY@PLDI Jeff Bezanson, Jiahao Chen, Stefan Karpinski, Viral B. Shah, Alan Edelman
2014	J	`jnl`	Array operators using multiple dispatch: a design methodology for array implementations in dynamic languages. CoRR Jeff Bezanson, Jiahao Chen, Stefan Karpinski, Viral B. Shah, Alan Edelman
2014	J	`jnl`	Julia: A Fresh Approach to Numerical Computing. CoRR Jeff Bezanson, Alan Edelman, Stefan Karpinski, Viral B. Shah
2014	J	`jnl`	Parallel Prefix Polymorphism Permits Parallelization, Presentation & Proof. CoRR Jiahao Chen, Alan Edelman
2014	—	`conf`	Parallel prefix polymorphism permits parallelization, presentation & proof. HPTCDL@SC Jiahao Chen, Alan Edelman
2014	—	`ed.`	Proceedings of the 1st First Workshop for High Performance Technical Computing in Dynamic Languages, HPTCDL '14, New Orleans, Louisiana, USA, November 16-21, 2014 HPTCDL@SC Jiahao Chen, Alan Edelman, Wade Shen, Andy Terrel
2013	—	`conf`	Novel algebras for advanced analytics in Julia. HPEC Viral B. Shah, Alan Edelman, Stefan Karpinski, Jeff Bezanson, Jeremy Kepner
2012	J	`jnl`	Julia: A Fast Dynamic Language for Technical Computing CoRR Jeff Bezanson, Stefan Karpinski, Viral B. Shah, Alan Edelman
2011	J	`jnl`	An Efficient Partitioning Oracle for Bounded-Treewidth Graphs CoRR Alan Edelman, Avinatan Hassidim, Huy N. Nguyen, Krzysztof Onak
2011	—	`conf`	An Efficient Partitioning Oracle for Bounded-Treewidth Graphs. APPROX-RANDOM Alan Edelman, Avinatan Hassidim, Huy N. Nguyen, Krzysztof Onak
2011	A	`conf`	Language and compiler support for auto-tuning variable-accuracy algorithms. CGO Jason Ansel, Yee Lok Wong, Cy P. Chan, Marek Olszewski, Alan Edelman, Saman P. Amarasinghe
2011	—	`conf`	Performance of sample covariance based capon bearing only tracker. ACSCC Christ D. Richmond, Robert L. Geddes, Ramis Movassagh, Alan Edelman
2011	—	`ch.`	Visualizing Large Kronecker Graphs. Graph Algorithms in the Language of Linear Algebra Huy N. Nguyen, Jeremy Kepner, Alan Edelman
2009	A	`conf`	Autotuning multigrid with PetaBricks. SC Cy P. Chan, Jason Ansel, Yee Lok Wong, Saman P. Amarasinghe, Alan Edelman
2009	A*	`conf`	PetaBricks: a language and compiler for algorithmic choice. PLDI Jason Ansel, Cy P. Chan, Yee Lok Wong, Marek Olszewski, Qin Zhao, Alan Edelman, Saman P. Amarasinghe
2009	J	`jnl`	Sturm Sequences and Random Eigenvalue Distributions. Found. Comput. Math. James T. Albrecht, Cy P. Chan, Alan Edelman
2008	J	`jnl`	Sample Eigenvalue Based Detection of High-Dimensional Signals in White Noise Using Relatively Few Samples. IEEE Trans. Signal Process. Raj Rao Nadakuditi, Alan Edelman
2008	J	`jnl`	The Beta-Jacobi Matrix Model, the CS Decomposition, and Generalized Singular Value Problems. Found. Comput. Math. Alan Edelman, Brian D. Sutton
2008	J	`jnl`	The Polynomial Method for Random Matrices. Found. Comput. Math. N. Raj Rao, Alan Edelman
2007	J	`jnl`	MOPS: Multivariate orthogonal polynomials (symbolically). J. Symb. Comput. Ioana Dumitriu, Alan Edelman, Gene Shuman
2007	J	`jnl`	Sample size cognizant detection of signals in white noise CoRR N. Raj Rao, Alan Edelman
2007	—	`conf`	The Star-P High Performance Computing Platform. ICASSP (4) Alan Edelman
2006	—	`conf`	Free Probability, Sample Covariance Matrices, and Signal Processing. ICASSP (5) N. Raj Rao, Alan Edelman
2006	A	`conf`	Innovative technologies II - So What's innovative and exotic about star-P for MATLAB and other clients? SC Alan Edelman
2006	—	`conf`	Modeling and rendering of weathered stone. SIGGRAPH Courses Julie Dorsey, Alan Edelman, Henrik Wann Jensen, Justin Legakis, Hans Køhling Pedersen
2006	J	`jnl`	The efficient evaluation of the hypergeometric function of a matrix argument. Math. Comput. Plamen Koev, Alan Edelman
2005	—	`conf`	Modeling and rendering of weathered stone. SIGGRAPH Courses Julie Dorsey, Alan Edelman, Henrik Wann Jensen, Justin Legakis, Hans Køhling Pedersen
2005	J	`jnl`	Parallel MATLAB: Doing it Right. Proc. IEEE Ron Choy, Alan Edelman
2005	J	`jnl`	Tails of Condition Number Distributions. SIAM J. Matrix Anal. Appl. Alan Edelman, Brian D. Sutton
2005	—	`conf`	The bias of the MVDR beamformer outputs under diagonal loading. ICASSP (4) Raj R. Nadakuditi, Alan Edelman
2004	J	`jnl`	Pascal Matrices. Am. Math. Mon. Alan Edelman, Gilbert Strang
2000	—	`ch.`	Nonlinear Eigenvalue Problems. Templates for the Solution of Algebraic Eigenvalue Problems Zhaojun Bai, Gerard L. G. Sleijpen, Henk A. van der Vorst, Ross Lippert, Alan Edelman
2000	J	`jnl`	Staircase Failures Explained by Orthogonal Versal Forms. SIAM J. Matrix Anal. Appl. Alan Edelman, Yanyuan Ma
1999	J	`jnl`	A Geometric Approach to Perturbation Theory of Matrices and Matrix Pencils. Part II: A Stratification-Enhanced Staircase Algorithm. SIAM J. Matrix Anal. Appl. Alan Edelman, Erik Elmroth, Bo Kågström
1999	—	`conf`	MITMatlab: A Tool for Interactive Supercomputing. PP Parry Husbands, Charles Lee Isbell Jr., Alan Edelman
1999	A*	`conf`	Modeling and Rendering of Weathered Stone. SIGGRAPH Julie Dorsey, Alan Edelman, Henrik Wann Jensen, Justin Legakis, Hans Køhling Pedersen
1998	J	`jnl`	The Future Fast Fourier Transform? SIAM J. Sci. Comput. Alan Edelman, Peter McCorquodale, Sivan Toledo
1998	J	`jnl`	The Geometry of Algorithms with Orthogonality Constraints. SIAM J. Matrix Anal. Appl. Alan Edelman, Tomás A. Arias, Steven Thomas Smith
1997	J	`jnl`	A Geometric Approach to Perturbation Theory of Matrices and Matrix Pencils. Part I: Versal Deformations. SIAM J. Matrix Anal. Appl. Alan Edelman, Erik Elmroth, Bo Kågström
1997	—	`conf`	The Future Fast Fourier Transform? PP Alan Edelman, Peter McCorquodale, Sivan Toledo
1997	J	`jnl`	The Mathematics of the Pentium Division Bug. SIAM Rev. Alan Edelman
1995	J	`jnl`	On Parlett's matrix norm inequality for the Cholesky decomposition. Numer. Linear Algebra Appl. Alan Edelman, Walter F. Mascarenhas
1995	J	`jnl`	On the Determinant of a Uniformly Distributed Complex Matrix. J. Complex. Alan Edelman
1995	—	`conf`	Scalable Parallel Numerical Methods and Software Tools for Material Design. PP Eric J. Bylaska, Scott R. Kohn, Scott B. Baden, Alan Edelman, Ryoichi Kawai, M. Elizabeth G. Ong, John H. Weare
1994	J	`jnl`	Erratum: Hypercube Algorithms for Direct N-Body Solvers for Different Granularities. SIAM J. Sci. Comput. Jean-Philippe Brunet, Alan Edelman, Jill P. Mesirov
1994	J	`jnl`	Index Transformation Algorithms in a Linear Algebra Framework. IEEE Trans. Parallel Distributed Syst. Alan Edelman, Steve Heller, S. Lennart Johnsson
1993	J	`jnl`	Hypercube Algorithms for Direct N-Body Solvers for Different Granularities. SIAM J. Sci. Comput. Jean-Philippe Brunet, Jill P. Mesirov, Alan Edelman
1993	J	`jnl`	Large Dense Numerical Linear Algebra in 1993: the Parallel Computing Influence. Int. J. High Perform. Comput. Appl. Alan Edelman
1993	J	`jnl`	Scaling for orthogonality. IEEE Trans. Signal Process. Alan Edelman, G. W. Stewart
1991	J	`jnl`	Optimal Matrix Transposition and Bit Reversal on Hypercubes: All-to-All Personalized Communication. J. Parallel Distributed Comput. Alan Edelman
1990	A	`conf`	An optional hypercube direct SC Jean-Philippe Brunet, Alan Edelman, Jill P. Mesirov