LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data

27 November 2019

Papers citing "LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data"

9 / 9 papers shown

Title
SALSA: Sequential Approximate Leverage-Score Algorithm with Application in Analyzing Big Time Series Data A. Eshragh Luke Yerbury A. Nazari Fred Roosta Michael W. Mahoney AI4TS 13 1 0 30 Dec 2023
Iterative Sketching for Secure Coded Regression Neophytos Charalambides Hessam Mahdavifar Mert Pilanci Alfred Hero 30 2 0 08 Aug 2023
Gradient Coding with Iterative Block Leverage Score Sampling Neophytos Charalambides Mert Pilanci Alfred Hero 32 2 0 06 Aug 2023
Optimal Sampling Designs for Multi-dimensional Streaming Time Series with Application to Power Grid Sensor Data Rui Xie Shuyang Bai Ping Ma AI4TS 24 7 0 14 Mar 2023
A Hybrid Statistical-Machine Learning Approach for Analysing Online Customer Behavior: An Empirical Study Saed Alizami Kasun Bandara A. Eshragh Foaad Iravani 29 1 0 01 Dec 2022
Toeplitz Least Squares Problems, Fast Algorithms and Big Data A. Eshragh O. D. Pietro Michael A. Saunders AI4TS 11 2 0 24 Dec 2021
ATD: Augmenting CP Tensor Decomposition by Self Supervision Chaoqi Yang Cheng Qian Navjot Singh Cao Xiao M. P. M. Brandon Westover Edgar Solomonik Jimeng Sun ViT 27 8 0 15 Jun 2021
MTC: Multiresolution Tensor Completion from Partial and Coarse Observations Chaoqi Yang Navjot Singh Cao Xiao Cheng Qian Edgar Solomonik Jimeng Sun 30 5 0 14 Jun 2021
Rollage: Efficient Rolling Average Algorithm to Estimate ARMA Models for Big Time Series Data A. Eshragh G. Livingston Thomas McCarthy McCann Luke Yerbury 17 4 0 16 Mar 2021