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Preconditioned Data Sparsification for Big Data with Applications to PCA and K-means

31 October 2015

Papers citing "Preconditioned Data Sparsification for Big Data with Applications to PCA and K-means"

20 / 20 papers shown

Title
D-CBRS: Accounting For Intra-Class Diversity in Continual Learning Yasin Findik Farhad Pourkamali-Anaraki 23 1 0 13 Jul 2022
An Improved Frequent Directions Algorithm for Low-Rank Approximation via Block Krylov Iteration Chenhao Wang Qianxin Yi Xiuwu Liao Yao Wang 60 2 0 24 Sep 2021
An Empirical Evaluation of the t-SNE Algorithm for Data Visualization in Structural Engineering P. Hajibabaee Farhad Pourkamali Anaraki M. A. Hariri-Ardebili 48 34 0 18 Sep 2021
Effective Data-aware Covariance Estimator from Compressed Data Xixian Chen Haiqin Yang Shenglin Zhao Michael R. Lyu Irwin King 23 4 0 10 Oct 2020
Making Online Sketching Hashing Even Faster Xixian Chen Haiqin Yang Shenglin Zhao Michael R. Lyu Irwin King 17 22 0 10 Oct 2020
Spectral estimation from simulations via sketching Zhishen Huang Stephen Becker 14 2 0 21 Jul 2020
Scalable Spectral Clustering with Nystrom Approximation: Practical and Theoretical Aspects Farhad Pourkamali Anaraki 48 13 0 25 Jun 2020
Unsupervised Learning for Subterranean Junction Recognition Based on 2D Point Cloud Sina Sharif Mansouri Farhad Pourkamali Anaraki Miguel Castano Arranz Ali-akbar Agha-mohammadi J. W. Burdick G. Nikolakopoulos 3DPC 16 0 0 07 Jun 2020
Stable Sparse Subspace Embedding for Dimensionality Reduction Li Chen Shuizheng Zhou Jiajun Ma 13 6 0 07 Feb 2020
The Effectiveness of Variational Autoencoders for Active Learning Farhad Pourkamali-Anaraki M. Wakin DRL 53 4 0 18 Nov 2019
Covariance Matrix Estimation with Non Uniform and Data Dependent Missing Observations Eduardo Pavez Antonio Ortega 64 18 0 01 Oct 2019
Large-Scale Sparse Subspace Clustering Using Landmarks Farhad Pourkamali-Anaraki 80 4 0 02 Aug 2019
Importance of Small Probability Events in Big Data: Information Measures, Applications, and Challenges R. She Shanyun Liu Shuo Wan Ke Xiong Pingyi Fan 61 12 0 05 Jul 2019
One-Pass Sparsified Gaussian Mixtures E. Kightley Stephen Becker 19 1 0 10 Mar 2019
Efficient Solvers for Sparse Subspace Clustering Farhad Pourkamali Anaraki James Folberth Stephen Becker 59 33 0 17 Apr 2018
A Switch to the Concern of User: Importance Coefficient in Utility Distribution and Message Importance Measure Shanyun Liu R. She Shuo Wan Pingyi Fan Yunquan Dong 15 3 0 26 Mar 2018
Non-parametric Message Important Measure: Storage Code Design and Transmission Planning for Big Data Shanyun Liu R. She Pingyi Fan Khaled B. Letaief 31 20 0 29 Sep 2017
Improved Fixed-Rank Nyström Approximation via QR Decomposition: Practical and Theoretical Aspects Farhad Pourkamali Anaraki Stephen Becker 47 24 0 08 Aug 2017
Sketched Subspace Clustering Panagiotis A. Traganitis G. Giannakis 77 51 0 22 Jul 2017
Randomized Clustered Nystrom for Large-Scale Kernel Machines Farhad Pourkamali Anaraki Stephen Becker 80 33 0 20 Dec 2016