Naresh Manwani

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	All	Since 2020
Citations	1153	796
h-index	14	12
i10-index	17	15

180

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2011201220132014201520162017201820192020202120222023202420256 6 19 23 40 35 51 64 97 115 155 170 164 162 29

Co-authors

P S SastryDepartment Electrical Engineering, Indian Institute of ScienceVerified email at iisc.ac.in
Aritra GhoshResearch Scientist, MetaVerified email at fb.com
Kulin ShahPh.D. Student, University of Texas at AustinVerified email at utexas.edu
Vineet GandhiAssociate Professor at IIIT HyderabadVerified email at iiit.ac.in
Raju S. BapiProfessor, Cognitive Science Lab, IIIT Hyderabad; (Formerly) Professor, SCIS, UoHVerified email at iiit.ac.in
Bhavya KalraIIIT HyderabadVerified email at research.iiit.ac.in
Abhijit ManatkarResearch Engineer, IBM ResearchVerified email at ibm.com
Mudit AgarwalUndergradual Research IIIT HyderabadVerified email at research.iiit.ac.in
Shanmukha GuttulaAdvisory Research Engineer, IBM Research LabsVerified email at in.ibm.com
Laure Berti-EquilleResearch Director, IRD (French Institute of Research for Sustainable Development), ESPACE-DEVVerified email at ird.fr
Hima PatelSTSM, Research Manager at IBM ResearchVerified email at in.ibm.com
Mohandas SIIIT HyderabadVerified email at research.iiit.ac.in
Bhanu GargUCSDVerified email at ucsd.edu
Ramasubramanian Gangaikondan Su...Cartesian ConsultingVerified email at cartesianconsulting.com
Narendra Babu UnnamResearch Scholor, IIIT HyderabadVerified email at research.iiit.ac.in
DURGA PRASAD DhulipudiThe International Institute of Information Technology - HyderabadVerified email at research.iiit.ac.in
Praveen ParuchuriAssociate Professor, IIIT HyderabadVerified email at iiit.ac.in
Samartha Sondekere MaheshwaraGraduate Student, University of Southern CaliforniaVerified email at usc.edu
Tejas ChaudhariStudent, IIIT HyderabadVerified email at research.iiit.ac.in
Uday BhaskarMS, IIIT HyderabadVerified email at research.iiit.ac.in

Naresh Manwani

Assistant Professor at IIIT Hyderabad

Verified email at iiit.ac.in - Homepage

Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Noise tolerance under risk minimization N Manwani, PS Sastry IEEE transactions on cybernetics 43 (3), 1146-1151, 2013	354	2013
Making risk minimization tolerant to label noise A Ghosh, N Manwani, PS Sastry Neurocomputing 160, 93-107, 2015	270	2015
Geometric decision tree N Manwani, PS Sastry IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 42 …, 2011	92	2011
A team of continuous-action learning automata for noise-tolerant learning of half-spaces PS Sastry, GD Nagendra, N Manwani IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 40 …, 2009	58	2009
On the robustness of decision tree learning under label noise A Ghosh, N Manwani, PS Sastry Advances in Knowledge Discovery and Data Mining: 21st Pacific-Asia …, 2017	57	2017
The curious case of convex neural networks S Sivaprasad, A Singh, N Manwani, V Gandhi Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021	36	2021
Learning polyhedral classifiers using logistic function N Manwani, PS Sastry Proceedings of 2nd Asian Conference on Machine Learning, 17-30, 2010	33	2010
K-plane regression N Manwani, PS Sastry Information Sciences 292, 39-56, 2015	31	2015
Advances in exploratory data analysis, visualisation and quality for data centric AI systems H Patel, S Guttula, RS Mittal, N Manwani, L Berti-Equille, A Manatkar Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022	27	2022
Online active learning of reject option classifiers K Shah, N Manwani Proceedings of the AAAI conference on artificial intelligence 34 (04), 5652-5659, 2020	20	2020
Spoken language identification for Indian languages using split and merge EM algorithm N Manwani, SK Mitra, MV Joshi Pattern Recognition and Machine Intelligence: Second International …, 2007	17	2007
Robust deep ordinal regression under label noise B Garg, N Manwani Asian conference on machine learning, 782-796, 2020	16	2020
fMRI Semantic Category Decoding using Linguistic Encoding of Word Embeddings RSB Subba Reddy Oota, Naresh Manwani arXiv preprint arXiv:1806.05177, 2018	15*	2018
Polyceptron: A polyhedral learning algorithm N Manwani, PS Sastry arXiv preprint arXiv:1107.1564, 2011	15	2011
Double ramp loss based reject option classifier N Manwani, K Desai, S Sasidharan, R Sundararajan Pacific-Asia Conference on Knowledge Discovery and Data Mining, 151-163, 2015	14	2015
Robust learning of multi-label classifiers under label noise H Kumar, N Manwani, PS Sastry Proceedings of the 7th ACM IKDD CoDS and 25th COMAD, 90-97, 2020	12	2020
Exact passive-aggressive algorithms for ordinal regression using interval labels N Manwani, M Chandra IEEE Transactions on Neural Networks and Learning Systems 31 (9), 3259-3268, 2019	11	2019
Sparse reject option classifier using successive linear programming K Shah, N Manwani Proceedings of the aaai conference on artificial intelligence 33 (01), 4870-4877, 2019	9*	2019
RISAN: robust instance specific deep abstention network B Kalra, K Shah, N Manwani Uncertainty in Artificial Intelligence, 1525-1534, 2021	7	2021
Exact passive-aggressive algorithms for multiclass classification using bandit feedbacks M Arora, N Manwani Asian Conference on Machine Learning, 369-384, 2020	7	2020

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