Tensor Random Projection for Low Memory Dimension Reduction

Tensor Random Projection for Low Memory Dimension Reduction

30 April 2021

Madeleine Udell

Papers citing "Tensor Random Projection for Low Memory Dimension Reduction"

12 / 12 papers shown

Title
$A User's Guide to $\texttt{KSig}$: GPU-Accelerated Computation of the Signature Kernel$ A User's Guide to $\texttt{KSig}$ : GPU-Accelerated Computation of the Signature Kernel Csaba Tóth Danilo Jr Dela Cruz Harald Oberhauser 44 0 0 13 Jan 2025
On-the-Fly Communication-and-Computing for Distributed Tensor Decomposition Over MIMO Channels Xu Chen Erik G. Larsson Kaibin Huang 32 3 0 28 Feb 2023
Sample Efficient Learning of Factored Embeddings of Tensor Fields Taemin Heo Chandrajit L. Bajaj MedIm 21 0 0 01 Sep 2022
A survey of unsupervised learning methods for high-dimensional uncertainty quantification in black-box-type problems Katiana Kontolati Dimitrios Loukrezis D. D. Giovanis Lohit Vandanapu Michael D. Shields 30 40 0 09 Feb 2022
Rademacher Random Projections with Tensor Networks Beheshteh T. Rakhshan Guillaume Rabusseau 19 3 0 26 Oct 2021
More Efficient Sampling for Tensor Decomposition With Worst-Case Guarantees Osman Asif Malik 36 14 0 14 Oct 2021
Fast and Accurate Randomized Algorithms for Low-rank Tensor Decompositions Linjian Ma Edgar Solomonik 27 25 0 02 Apr 2021
Tensor Train Random Projection Yani Feng Keju Tang Lianxing He Pingqiang Zhou Qifeng Liao 18 3 0 21 Oct 2020
Tensorized Random Projections Beheshteh T. Rakhshan Guillaume Rabusseau 11 21 0 11 Mar 2020
FrequentNet: A Novel Interpretable Deep Learning Model for Image Classification Yifei Li Kuangyan Song Yiming Sun Liao Zhu VLM FAtt 15 10 0 04 Jan 2020
Lower Memory Oblivious (Tensor) Subspace Embeddings with Fewer Random Bits: Modewise Methods for Least Squares M. Iwen Deanna Needell E. Rebrova A. Zare 28 22 0 17 Dec 2019
Low-Rank Tucker Approximation of a Tensor From Streaming Data Yiming Sun Yang Guo Charlene Luo J. Tropp Madeleine Udell 23 71 0 24 Apr 2019