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LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of
  Big Time Series Data
v1v2v3 (latest)

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

Journal of machine learning research (JMLR), 2019
27 November 2019
A. Eshragh
Fred Roosta
A. Nazari
Michael W. Mahoney
    AI4TS
ArXiv (abs)PDFHTML

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

9 / 9 papers shown
SALSA: Sequential Approximate Leverage-Score Algorithm with Application
  in Analyzing Big Time Series Data
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
277
2
0
30 Dec 2023
Iterative Sketching for Secure Coded Regression
Iterative Sketching for Secure Coded RegressionIEEE Journal on Selected Areas in Information Theory (JSAIT), 2023
Neophytos Charalambides
Hessam Mahdavifar
Mert Pilanci
Alfred Hero
312
4
0
08 Aug 2023
Gradient Coding with Iterative Block Leverage Score Sampling
Gradient Coding with Iterative Block Leverage Score SamplingIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2023
Neophytos Charalambides
Mert Pilanci
Alfred Hero
340
6
0
06 Aug 2023
Optimal Sampling Designs for Multi-dimensional Streaming Time Series
  with Application to Power Grid Sensor Data
Optimal Sampling Designs for Multi-dimensional Streaming Time Series with Application to Power Grid Sensor DataAnnals of Applied Statistics (AOAS), 2023
Rui Xie
Shuyang Bai
Ping Ma
AI4TS
177
10
0
14 Mar 2023
A Hybrid Statistical-Machine Learning Approach for Analysing Online
  Customer Behavior: An Empirical Study
A Hybrid Statistical-Machine Learning Approach for Analysing Online Customer Behavior: An Empirical Study
Saed Alizami
Kasun Bandara
A. Eshragh
Foaad Iravani
206
3
0
01 Dec 2022
Toeplitz Least Squares Problems, Fast Algorithms and Big Data
Toeplitz Least Squares Problems, Fast Algorithms and Big Data
A. Eshragh
O. D. Pietro
Michael A. Saunders
AI4TS
389
3
0
24 Dec 2021
ATD: Augmenting CP Tensor Decomposition by Self Supervision
ATD: Augmenting CP Tensor Decomposition by Self SupervisionNeural Information Processing Systems (NeurIPS), 2021
Chaoqi Yang
Cheng Qian
Navjot Singh
Cao Xiao
M. P. M. Brandon Westover
Edgar Solomonik
Jimeng Sun
ViT
370
14
0
15 Jun 2021
MTC: Multiresolution Tensor Completion from Partial and Coarse
  Observations
MTC: Multiresolution Tensor Completion from Partial and Coarse ObservationsKnowledge Discovery and Data Mining (KDD), 2021
Chaoqi Yang
Navjot Singh
Cao Xiao
Cheng Qian
Edgar Solomonik
Jimeng Sun
385
5
0
14 Jun 2021
Rollage: Efficient Rolling Average Algorithm to Estimate ARMA Models for
  Big Time Series Data
Rollage: Efficient Rolling Average Algorithm to Estimate ARMA Models for Big Time Series Data
A. Eshragh
G. Livingston
Thomas McCarthy McCann
Luke Yerbury
353
6
0
16 Mar 2021
1
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