Communication Lower Bounds for Matricized Tensor Times Khatri-Rao
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Communication Lower Bounds for Matricized Tensor Times Khatri-Rao Product

24 August 2017

Nicholas Knight

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Papers citing "Communication Lower Bounds for Matricized Tensor Times Khatri-Rao Product"

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Title
Minimum Cost Loop Nests for Contraction of a Sparse Tensor with a Tensor Network Raghavendra Kanakagiri Edgar Solomonik 54 6 0 11 Jul 2023
Communication Lower Bounds and Optimal Algorithms for Multiple Tensor-Times-Matrix Computation Hussam Al Daas Grey Ballard L. Grigori Suraj Kumar Kathryn Rouse 30 4 0 21 Jul 2022
Deinsum: Practically I/O Optimal Multilinear Algebra A. Ziogas Grzegorz Kwa'sniewski Tal Ben-Nun Timo Schneider Torsten Hoefler 96 5 0 16 Jun 2022
Tight Memory-Independent Parallel Matrix Multiplication Communication Lower Bounds Hussam Al Daas Grey Ballard L. Grigori Suraj Kumar Kathryn Rouse 26 5 0 26 May 2022
Alternating Mahalanobis Distance Minimization for Stable and Accurate CP Decomposition Navjot Singh Edgar Solomonik 57 0 0 14 Apr 2022
DISTAL: The Distributed Tensor Algebra Compiler Rohan Yadav A. Aiken Fredrik Kjolstad 55 30 0 15 Mar 2022
Communication lower bounds for nested bilinear algorithms via rank expansion of Kronecker products Caleb Ju Yifan Zhang Edgar Solomonik 36 0 0 21 Jul 2021
Efficient parallel CP decomposition with pairwise perturbation and multi-sweep dimension tree Linjian Ma Edgar Solomonik 65 8 0 22 Oct 2020
Comparison of Accuracy and Scalability of Gauss-Newton and Alternating Least Squares for CP Decomposition Navjot Singh Linjian Ma Hongru Yang Edgar Solomonik 38 7 0 27 Oct 2019
Distributed-Memory Tensor Completion for Generalized Loss Functions in Python using New Sparse Tensor Kernels Navjot Singh Zecheng Zhang Xiaoxia Wu Naijing Zhang Siyuan Zhang Edgar Solomonik 42 15 0 06 Oct 2019
PLANC: Parallel Low Rank Approximation with Non-negativity Constraints Srinivas Eswar Koby Hayashi Grey Ballard R. Kannan Michael A. Matheson Haesun Park 61 10 0 30 Aug 2019
Stochastic Gradients for Large-Scale Tensor Decomposition T. Kolda David Hong 72 56 0 04 Jun 2019
Generalized Canonical Polyadic Tensor Decomposition David Hong T. Kolda J. Duersch 65 125 0 22 Aug 2018
Parallel Nonnegative CP Decomposition of Dense Tensors Grey Ballard Koby Hayashi R. Kannan 127 24 0 19 Jun 2018
Communication Lower Bounds of Bilinear Algorithms for Symmetric Tensor Contractions Edgar Solomonik J. Demmel Torsten Hoefler 30 3 0 14 Jul 2017