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Parallel Tensor Compression for Large-Scale Scientific Data

22 October 2015

Papers citing "Parallel Tensor Compression for Large-Scale Scientific Data"

23 / 23 papers shown

Title
F-INR: Functional Tensor Decomposition for Implicit Neural Representations Sai Karthikeya Vemuri Tim Buchner Joachim Denzler AI4CE 87 2 0 27 Mar 2025
Scalable Volume Visualization for Big Scientific Data Modeled by Functional Approximation Jianxin Sun David Lenz Hongfeng Yu Tom Peterka 18 3 0 22 Dec 2023
Communication Lower Bounds and Optimal Algorithms for Multiple Tensor-Times-Matrix Computation Hussam Al Daas Grey Ballard L. Grigori Suraj Kumar Kathryn Rouse 23 4 0 21 Jul 2022
DPar2: Fast and Scalable PARAFAC2 Decomposition for Irregular Dense Tensors Jun-Gi Jang U. Kang 45 11 0 24 Mar 2022
A rank-adaptive higher-order orthogonal iteration algorithm for truncated Tucker decomposition Chuanfu Xiao Chao Yang 42 5 0 25 Oct 2021
Tensor Train Random Projection Yani Feng Keju Tang Lianxing He Pingqiang Zhou Qifeng Liao 40 3 0 21 Oct 2020
a-Tucker: Input-Adaptive and Matricization-Free Tucker Decomposition for Dense Tensors on CPUs and GPUs Min Li Chuanfu Xiao Chao Yang 10 3 0 20 Oct 2020
Distributed Non-Negative Tensor Train Decomposition Manish Bhattarai Gopinath Chennupati E. Skau Raviteja Vangara Hirsto Djidjev Boian Alexandrov 41 15 0 04 Aug 2020
Efficient Alternating Least Squares Algorithms for Low Multilinear Rank Approximation of Tensors Chuanfu Xiao Chao Yang Min Li 14 2 0 06 Apr 2020
Multiresolution Tensor Learning for Efficient and Interpretable Spatial Analysis Jung Yeon Park K. T. Carr Stephan Zhang Yisong Yue Rose Yu 107 14 0 13 Feb 2020
Compression challenges in large scale PDE solvers Sebastian Götschel M. Weiser AI4CE 42 4 0 01 Jul 2019
Low-Rank Tucker Approximation of a Tensor From Streaming Data Yiming Sun Yang Guo Charlene Luo J. Tropp Madeleine Udell 67 73 0 24 Apr 2019
PASTA: A Parallel Sparse Tensor Algorithm Benchmark Suite Jiajia Li Yuchen Ma Xiaolong Wu Ang Li Kevin J. Barker 32 18 0 08 Feb 2019
OCTen: Online Compression-based Tensor Decomposition Ekta Gujral Ravdeep Pasricha Tianxiong Yang Evangelos E. Papalexakis 44 6 0 03 Jul 2018
Unsupervised Machine Learning Based on Non-Negative Tensor Factorization for Analyzing Reactive-Mixing V. Vesselinov M. Mudunuru S. Karra Daniel O’Malley B. S. Alexandrov 38 42 0 16 May 2018
Improving Performance of Iterative Methods by Lossy Checkponting Dingwen Tao Sheng Di Xin Liang Zizhong Chen Franck Cappello 53 39 0 30 Apr 2018
On Optimizing Distributed Tucker Decomposition for Sparse Tensors Venkatesan T. Chakaravarthy Jee W. Choi Douglas J. Joseph Prakash Murali Shivmaran S. Pandian Yogish Sabharwal D. Sreedhar 29 26 0 25 Apr 2018
Multi-resolution Tensor Learning for Large-Scale Spatial Data Stephan Zheng Rose Yu Yisong Yue 21 3 0 19 Feb 2018
Shared Memory Parallelization of MTTKRP for Dense Tensors Koby Hayashi Grey Ballard Jeffrey Jiang Michael J. Tobia 22 1 0 29 Aug 2017
Communication Lower Bounds for Matricized Tensor Times Khatri-Rao Product Grey Ballard Nicholas Knight Kathryn Rouse 49 32 0 24 Aug 2017
On Optimizing Distributed Tucker Decomposition for Dense Tensors Venkatesan T. Chakaravarthy Jee W. Choi Douglas J. Joseph Xing Liu Prakash Murali Yogish Sabharwal D. Sreedhar 41 30 0 18 Jul 2017
A Unified Optimization Approach for Sparse Tensor Operations on GPUs Bangtian Liu Chengyao Wen Anand D. Sarwate M. Dehnavi 20 64 0 28 May 2017
Tensor clustering with algebraic constraints gives interpretable groups of crosstalk mechanisms in breast cancer A. Seigal Mariano Beguerisse-Díaz B. Schoeberl M. Niepel Heather A. Harrington 38 4 0 24 Dec 2016