Avishek Saha

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	All	Since 2016
Citations	1215	683
h-index	14	13
i10-index	17	13

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20092010201120122013201420152016201720182019202020218 27 39 71 138 100 129 149 140 115 141 122 16

Co-authors

Hal Daumé IIIAssociate Professor of Computer Science, University of MarylandVerified email at umiacs.umd.edu
Suresh VenkatasubramanianSchool of Computing, University of UtahVerified email at cs.utah.edu
Piyush Rai (पीयूष राय)IIT KanpurVerified email at cse.iitk.ac.in
Shamik SuralProfessor, Dept. of Computer Science & Engineering, Indian Institute of Technology, Kharagpur, IndiaVerified email at cse.iitkgp.ac.in
Abhishek KumarGoogle BrainVerified email at google.com
Divesh SrivastavaAT&T Labs-ResearchVerified email at research.att.com
Valerio PascucciEndowed Chair professor and Director of the Center for Extreme Data Management Analysis andVerified email at sci.utah.edu
Howard KarloffGoldman SachsVerified email at cc.gatech.edu
Jeff PhillipsAssociate Professor, School of Computing, University of UtahVerified email at cs.utah.edu
Hua OuyangResearch Scientist, Yahoo LabsVerified email at yahoo-inc.com
Nick KoudasProfessor of Computer Science, University of TorontoVerified email at cs.toronto.edu
Makoto YamadaKyoto University / RIKEN Center for Advanced Intelligence ProjectVerified email at i.kyoto-u.ac.jp
Dawei YinDirector of Search Science at Baidu, Inc.Verified email at baidu.com
Peer-Timo BremerLawrence Livermore National LaboratoryVerified email at llnl.gov
Giorgio ScorzelliScientific Computing and Imaging Institute, University of UtahVerified email at sci.utah.edu
Rob LathamArgonne National LaboratoryVerified email at mcs.anl.gov
Sidharth KumarAssistant Professor, University of Alabama at BirminghamVerified email at uab.edu
Venkatram VishwanathComputer Scientist, Argonne National LaboratoryVerified email at anl.gov
Robert B. RossSenior Computer Scientist, Mathematics and Computer Science Division, Argonne National LaboratoryVerified email at mcs.anl.gov
Hemanth KollaCambridge University, Sandia National LaboratoriesVerified email at sandia.gov

Avishek Saha

Machine Learning Scientist, Amazon

Verified email at amazon.com

Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Frustratingly easy semi-supervised domain adaptation H Daumé III, A Kumar, A Saha Proceedings of the 2010 Workshop on Domain Adaptation for Natural Language …, 2010	202	2010
Co-regularization based semi-supervised domain adaptation A Kumar, A Saha, H Daume Advances in neural information processing systems 23, 478-486, 2010	177	2010
Online Learning of Multiple Tasks and Their Relationships A Saha, P Rai, H Daumé III, S Venkatasubramanian update 1 (1), 2, 0	112*
Sequential dependencies L Golab, H Karloff, F Korn, A Saha, D Srivastava Proceedings of the VLDB Endowment 2 (1), 574-585, 2009	104	2009
Domain adaptation meets active learning P Rai, A Saha, H Daumé III, S Venkatasubramanian Proceedings of the NAACL HLT 2010 Workshop on Active Learning for Natural …, 2010	101	2010
Metric functional dependencies N Koudas, A Saha, D Srivastava, S Venkatasubramanian 2009 IEEE 25th International Conference on Data Engineering, 1275-1278, 2009	92	2009
Characterization and Modeling of PIDX Parallel I/O for Performance Optimization S Kumar, A Saha, V Vishwanath Conference on High Performance Computing Networking, Storage and Analysis, 2013	63	2013
Active supervised domain adaptation A Saha, P Rai, H Daumé, S Venkatasubramanian, SL DuVall Joint European Conference on Machine Learning and Knowledge Discovery in …, 2011	58	2011
New pixel-decimation patterns for block matching in motion estimation A Saha, J Mukherjee, S Sural Signal Processing: Image Communication 23 (10), 725-738, 2008	49	2008
A neighborhood elimination approach for block matching in motion estimation A Saha, J Mukherjee, S Sural Signal Processing: Image Communication 26 (8-9), 438-454, 2011	43	2011
Efficient protocols for distributed classification and optimization H Daumé, JM Phillips, A Saha, S Venkatasubramanian International Conference on Algorithmic Learning Theory, 154-168, 2012	40	2012
Ultra high-dimensional nonlinear feature selection for big biological data M Yamada, J Tang, J Lugo-Martinez, E Hodzic, R Shrestha, A Saha, ... IEEE Transactions on Knowledge and Data Engineering 30 (7), 1352-1365, 2018	33	2018
Protocols for learning classifiers on distributed data H Daume III, J Phillips, A Saha, S Venkatasubramanian Artificial Intelligence and Statistics, 282-290, 2012	32	2012
SKIP prediction for fast rate distortion optimization in H. 264 A Saha, K Mallick, J Mukherjee, S Sural IEEE Transactions on Consumer Electronics 53 (3), 1153-1160, 2007	29	2007
HD III, and S. Venkatasubramanian A Saha, P Rai Online learning of multiple tasks and their relationships. In AISTATS, 2011	11	2011
Modeling 4D changes in pathological anatomy using domain adaptation: Analysis of TBI imaging using a tumor database B Wang, M Prastawa, A Saha, SP Awate, A Irimia, MC Chambers, ... International Workshop on Multimodal Brain Image Analysis, 31-39, 2013	10	2013
A comparative study of morse complex approximation using different neighborhood graphs D Maljovec, A Saha, P Lindstrom, PT Bremer, B Wang, C Correa, ... Workshop on Topological Methods in Data Analysis and Visualization (accepted), 2013	10	2013
Processing data using sequential dependencies L Golab, H Karloff, P Korn, D Srivastava, A Saha US Patent 8,645,309, 2014	7	2014
Active online multitask learning A Saha, P Rai, H Daumé III, S Venkatasubramanian ICML 2010 Workshop on Budget Learning, 2010	7	2010
ND 2 AV : N-dimensional data analysis and visualization analysis for the National Ignition … PT Bremer, D Maljovec, A Saha, B Wang, J Gaffney, BK Spears, ... Computing and Visualization in Science 17 (1), 1-18, 2015	6	2015

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