Sketch and Scale: Geo-distributed tSNE and UMAP

11 November 2020

Papers citing "Sketch and Scale: Geo-distributed tSNE and UMAP"

7 / 7 papers shown

Title
FetchSGD: Communication-Efficient Federated Learning with Sketching D. Rothchild Ashwinee Panda Enayat Ullah Nikita Ivkin Ion Stoica Vladimir Braverman Joseph E. Gonzalez Raman Arora FedML 43 361 0 15 Jul 2020
Using Dimensionality Reduction to Optimize t-SNE Rikhav Shah Sandeep Silwal 9 3 0 02 Dec 2019
Communication-efficient distributed SGD with Sketching Nikita Ivkin D. Rothchild Enayat Ullah Vladimir Braverman Ion Stoica R. Arora FedML 22 199 0 12 Mar 2019
t-SNE-CUDA: GPU-Accelerated t-SNE and its Applications to Modern Data David M. Chan Roshan Rao Forrest Huang John F. Canny 21 95 0 31 Jul 2018
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction Leland McInnes John Healy James Melville 80 9,312 0 09 Feb 2018
Approximated and User Steerable tSNE for Progressive Visual Analytics Nicola Pezzotti B. Lelieveldt Laurens van der Maaten T. Höllt E. Eisemann Anna Vilanova 21 286 0 05 Dec 2015
A randomized algorithm for principal component analysis V. Rokhlin Arthur Szlam M. Tygert 57 429 0 12 Sep 2008