Aritra Dutta

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	All	Since 2016
Citations	165	158
h-index	9	9
i10-index	9	8

20152016201720182019202020212 3 40 26 37 48 1

Co-authors

Peter RichtarikProfessor, KAUSTVerified email at kaust.edu.sa
Qiyu SunProfessor of Mathematics, University of Central FloridaVerified email at ucf.edu
Hassan ForooshCAE Link Professor of Computer Science, University of Central FloridaVerified email at ucf.edu
Brian MillikanStudent of Electrical Engineering, University of Central FloridaVerified email at knights.ucf.edu
Marco CaniniKAUSTVerified email at kaust.edu.sa
Panos KalnisProfessor of Computer Science, King Abdullah University of Science and Technology (KAUST)Verified email at kaust.edu.sa
Ahmed M. AbdelmoniemResearch Scientist, KAUSTVerified email at cse.ust.hk
Chen-Yu HoKing Abdullah University of Science and TechnologyVerified email at kaust.edu.sa
Atal N. SahuMS-PhD student, KAUSTVerified email at kaust.edu.sa
Filip HanzelyResearch Assistant Professor, TTICVerified email at ttic.edu
Nazanin RahnavardUniversity of Central FloridaVerified email at eecs.ucf.edu
Mubarak ShahTrustee Chair Professor of Computer Science, University of Central FloridaVerified email at crcv.ucf.edu
Boqing GongResearch Scientist, GoogleVerified email at google.com
Kathryn P Mercier, MSPhD Student, City University of New YorkVerified email at gradcenter.cuny.edu
Jingwei LiangDAMTP, University of CambridgeVerified email at cam.ac.uk
Hang XuKing Abdullah University of Science and TechnologyVerified email at kaust.edu.sa
Yunming XiaoNorthwestern UniversityVerified email at u.northwestern.edu
Mohit SinhaSenior Engineer, Enphase EnergyVerified email at umn.edu
Dimitar TrenevExxonMobil Research & EngineeringVerified email at exxonmobil.com
KC LoyUniversiti Malaysia TerengganuVerified email at umt.edu.my

Aritra Dutta

King Abdullah University of Science & Technology (Thuwal, SA)

Verified email at kaust.edu.sa - Homepage

Machine Learning Optimization Low-rank approximation Compressive sensing Distributed computing


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Fast Detection of Compressively-Sensed IR Targets Using Stochastically Trained Least Squares and Compressed Quadratic Correlation Filters B Millikan, A Dutta, Q Sun, H Foroosh IEEE Transactions on Aerospace and Electronic Systems 53 (5), 2449-2461, 2017	20*	2017
Initialized Iterative Reweighted Least Squares for Automatic Target Recognition B Millikan, A Dutta, N Rahnavard, Q Sun, H Foroosh MILCOM 2015 - In proceedings of IEEE Military Communications Conference 2015 …, 2015	18	2015
Weighted Singular Value Thresholding and its Applications to Background Estimation A Dutta, B Gong, X Li, M Shah	15	2017
On a Problem of Weighted Low Rank Approximation of Matrices A Dutta, X Li SIAM Journal on Matrix Analysis and Applications 38 (2), 530-553, 2017	14	2017
On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning A Dutta, EH Bergou, AM Abdelmoniem, CY Ho, AN Sahu, M Canini, ... AAAI-20 - Thirty-fourth AAAI Conference on Artificial Intelligence 34 (4 …, 2020	11	2020
Direct Nonlinear Acceleration A Dutta, EH Bergou, Y Xiao, M Canini, P Richtárik arXiv preprint: arXiv:1905.11692, 2019	11*	2019
Weighted low rank approximation for background estimation problems A Dutta, X Li ICCVW-2017-IEEE International Conference on Computer Vision Workshops (ICCVW), 2017	11	2017
A Nonconvex Projection Method for Robust PCA A Dutta, F Hanzely, P Richtárik AAAI-19 - Thirty-Third AAAI Conference on Artificial Intelligence, 2019	10	2019
A Batch-Incremental Video Background Estimation Model using Weighted Low-Rank Approximation of Matrices A Dutta, X Li, P Richtarik ICCVW 2017- IEEE International Conference on Computer Vision Workshops (ICCVW), 2017	10	2017
Weighted Low-Rank Approximation of Matrices: Some Analytical and Numerical Aspects A Dutta Ph.D. Dissertation, Department of Mathematics, University of Central Florida., 2017	9	2017
A Fast Algorithm for a Weighted Low-Rank Approximation A Dutta, X Li International Association for Pattern Recognition (IAPR) conference on …, 2017	7	2017
Shrinkage Function And Its Applications In Matrix Approximation T Boas, A Dutta, X Li, K Mercier, E Niderman Electronic Journal of Linear Algebra 32, 163–171, 2017	6	2017
Compressed Communication for Distributed Deep Learning: Survey and Quantitative Evaluation H Xu, CY Ho, AM Abdelmoniem, A Dutta, EH Bergou, K Karatsenidis, ...	5	2020
Online and Batch Supervised Background Estimation via L1 Regression A Dutta, P Richtarik WACV 2019 – IEEE Winter Conference on the Applications of Computer Vision …, 2019	5	2019
Weighted low-rank approximation of matrices and background modeling A Dutta, X Li, P Richtárik arXiv preprint arXiv:1804.06252, 2018	5	2018
On the Convergence Analysis of Asynchronous SGD for Solving Consistent Linear Systems AN Sahu, A Dutta, A Tiwari, P Richtárik arXiv preprint arXiv:2004.02163, 2020	2	2020
Best pair formulation & accelerated scheme for non-convex principal component pursuit A Dutta, F Hanzely, J Liang, P Richtárik IEEE Transactions on Signal Processing, 2020	2	2020
A Fast Weighted SVT Algorithm A Dutta, X Li ICSAI-2018 5th International Conference on Systems and Informatics, 1022-1026, 2018	2	2018
Learning robust representations for computer vision P Zheng, AY Aravkin, K Natesan Ramamurthy, J Jayaraman Thiagarajan Proceedings of the IEEE International Conference on Computer Vision …, 2017	2	2017
A Fast and Adaptive SVD-free Algorithm for General Weighted Low-rank Recovery A Dutta, J Liang, X Li arXiv preprint arXiv:2101.00749, 2021		2021

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