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Naresh Manwani
Naresh Manwani
Assistant Professor at IIIT Hyderabad
Verified email at iiit.ac.in - Homepage
Title
Cited by
Cited by
Year
Noise tolerance under risk minimization
N Manwani, PS Sastry
IEEE transactions on cybernetics 43 (3), 1146-1151, 2013
2472013
Making risk minimization tolerant to label noise
A Ghosh, N Manwani, PS Sastry
Neurocomputing 160, 93-107, 2015
1802015
Geometric decision tree
N Manwani, PS Sastry
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 42 …, 2011
752011
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
562009
On the robustness of decision tree learning under label noise
A Ghosh, N Manwani, PS Sastry
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 685-697, 2017
292017
K-plane regression
N Manwani, PS Sastry
Information Sciences 292, 39-56, 2015
232015
Learning polyhedral classifiers using logistic function
N Manwani, PS Sastry
Proceedings of 2nd Asian Conference on Machine Learning, 17-30, 2010
232010
Spoken language identification for Indian languages using split and merge EM algorithm
N Manwani, SK Mitra, MV Joshi
International Conference on Pattern Recognition and Machine Intelligence …, 2007
172007
Polyceptron: A polyhedral learning algorithm
N Manwani, PS Sastry
arXiv preprint arXiv:1107.1564, 2011
132011
The curious case of convex neural networks
S Sivaprasad, A Singh, N Manwani, V Gandhi
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021
102021
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
82019
fMRI Semantic Category Decoding using Linguistic Encoding of Word Embeddings
RSB Subba Reddy Oota, Naresh Manwani
arXiv preprint arXiv:1806.05177, 2018
8*2018
A geometric algorithm for learning oblique decision trees
N Manwani, PS Sastry
International Conference on Pattern Recognition and Machine Intelligence, 25-31, 2009
82009
Online active learning of reject option classifiers
K Shah, N Manwani
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 5652-5659, 2020
72020
Robust learning of classifiers in the presence of label noise
PS Sastry, N Manwani
Pattern Recognition and Big Data, 167-197, 2017
62017
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
52015
Exact passive-aggressive algorithms for multiclass classification using bandit feedbacks
M Arora, N Manwani
Asian Conference on Machine Learning, 369-384, 2020
42020
Robust deep ordinal regression under label noise
B Garg, N Manwani
Asian Conference on Machine Learning, 782-796, 2020
42020
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
42020
PRIL: perceptron ranking using interval labels
N Manwani
Proceedings of the ACM India Joint International Conference on Data Science …, 2019
4*2019
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