Aritra Dutta

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Panos KalnisProfessor of Computer Science, King Abdullah University of Science and Technology (KAUST)Dirección de correo verificada de kaust.edu.sa
El Houcine BergouUM6PDirección de correo verificada de um6p.ma
Marco CaniniKAUSTDirección de correo verificada de kaust.edu.sa
Hang XuKing Abdullah University of Science and TechnologyDirección de correo verificada de kaust.edu.sa
Peter RichtarikProfessor, KAUSTDirección de correo verificada de kaust.edu.sa
Chen-Yu HoByteDance Inc.Dirección de correo verificada de bytedance.com
Atal Narayan SahuSoftware Engineer, Prashant Advait FoundationDirección de correo verificada de advait.org.in
Konstantinos KaratsenidisDepartment of Computer Science, Boston UniversityDirección de correo verificada de bu.edu
Qiyu SunProfessor of Mathematics, University of Central FloridaDirección de correo verificada de ucf.edu
Hassan ForooshCAE Link Professor of Computer Science, University of Central FloridaDirección de correo verificada de ucf.edu
Brian MillikanStudent of Electrical Engineering, University of Central FloridaDirección de correo verificada de knights.ucf.edu
Alexandros NtoulasNational and Kapodistrian University of AthensDirección de correo verificada de di.uoa.gr
Kelly KostopoulouColumbia UniversityDirección de correo verificada de cs.columbia.edu
Trambak BanerjeeUniversity of Kansas, School of BusinessDirección de correo verificada de ku.edu
Filip HanzelyDirección de correo verificada de kaust.edu.sa
Jingwei LiangShanghai Jiao Tong UniversityDirección de correo verificada de sjtu.edu.cn
Mubarak ShahTrustee Chair Professor of Computer Science, University of Central FloridaDirección de correo verificada de crcv.ucf.edu
Shashwat BanchhorStudent at IIT DelhiDirección de correo verificada de cse.iitd.ac.in
Rishikesh GajjalaIndian Institute of ScienceDirección de correo verificada de iisc.ac.in
Konstantin BurlachenkoKing Abdullah University of Science and Technology.Dirección de correo verificada de kaust.edu.sa

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Aritra Dutta

Assistant Professor, University of Central Florida

Dirección de correo verificada de ucf.edu - Página principal

Optimization Machine Learning Signal Processing


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
GRACE: A compressed communication framework for distributed machine learning H Xu, CY Ho, AM Abdelmoniem, A Dutta, EH Bergou, K Karatsenidis, ... 2021 IEEE 41st International Conference on Distributed Computing Systems …, 2021	103	2021
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	101	2020
Compressed communication for distributed deep learning: Survey and quantitative evaluation H Xu, CY Ho, AM Abdelmoniem, A Dutta, EH Bergou, K Karatsenidis, ...	93	2020
Rethinking gradient sparsification as total error minimization A Sahu, A Dutta, A M Abdelmoniem, T Banerjee, M Canini, P Kalnis Advances in Neural Information Processing Systems 34, 8133-8146, 2021	65	2021
Deepreduce: A sparse-tensor communication framework for federated deep learning H Xu, K Kostopoulou, A Dutta, X Li, A Ntoulas, P Kalnis Advances in Neural Information Processing Systems 34, 21150-21163, 2021	43	2021
Huffman Coding Based Encoding Techniques for Fast Distributed Deep Learning RR Gajjala, S Banchhor, AM Abdelmoniem, A Dutta, M Canini, P Kalnis Proceedings of ACM CoNEXT'20: 1st Workshop on Distributed Machine Learning …, 2020	37	2020
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	22*	2017
A Nonconvex Projection Method for Robust PCA A Dutta, F Hanzely, P Richtárik AAAI-19 - Thirty-Third AAAI Conference on Artificial Intelligence, 2019	20	2019
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	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 low rank approximation for background estimation problems A Dutta, X Li ICCVW-2017-IEEE International Conference on Computer Vision Workshops (ICCVW), 2017	14	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	14	2017
Weighted low-rank approximation of matrices and background modeling A Dutta, X Li, P Richtárik arXiv preprint arXiv:1804.06252, 2018	13	2018
Weighted Singular Value Thresholding and its Applications to Background Estimation A Dutta, B Gong, X Li, M Shah	13	2017
DeepReduce: A sparse-tensor communication framework for distributed deep learning K Kostopoulou, H Xu, A Dutta, X Li, A Ntoulas, P Kalnis arXiv preprint arXiv:2102.03112, 2021	12	2021
Personalized Federated Learning with Communication Compression E Bergou, KP Burlachenko, A Dutta, P Richtárik Transactions on Machine Learning Research, 2023	11*	2023
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	11	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	11	2017
A Fast Algorithm for a Weighted Low-Rank Approximation A Dutta, X Li International Association for Pattern Recognition (IAPR) conference on …, 2017	10	2017
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	8	2019

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