Naresh Manwani
Naresh Manwani
Assistant Professor at IIIT Hyderabad
Geverifieerd e-mailadres voor iiit.ac.in - Homepage
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Noise tolerance under risk minimization
N Manwani, PS Sastry
IEEE transactions on cybernetics 43 (3), 1146-1151, 2013
2092013
Making risk minimization tolerant to label noise
A Ghosh, N Manwani, PS Sastry
Neurocomputing 160, 93-107, 2015
1492015
Geometric decision tree
N Manwani, PS Sastry
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 42 …, 2011
692011
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
582009
Learning polyhedral classifiers using logistic function
N Manwani, PS Sastry
Proceedings of 2nd Asian Conference on Machine Learning, 17-30, 2010
212010
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
202017
K-plane regression
N Manwani, PS Sastry
Information Sciences 292, 39-56, 2015
192015
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
132007
Polyceptron: A polyhedral learning algorithm
N Manwani, PS Sastry
arXiv preprint arXiv:1107.1564, 2011
122011
A geometric algorithm for learning oblique decision trees
N Manwani, PS Sastry
International Conference on Pattern Recognition and Machine Intelligence, 25-31, 2009
72009
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
52019
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
42015
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
32021
Online Active Learning of Reject Option Classifiers
K Shah, N Manwani
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 5652-5659, 2020
32020
PRIL: Perceptron ranking using interval labels
N Manwani
Proceedings of the ACM India Joint International Conference on Data Science …, 2019
3*2019
Robust learning of classifiers in the presence of label noise
PS Sastry, N Manwani
Pattern Recognition and Big Data, 167-197, 2017
32017
Robust deep ordinal regression under label noise
B Garg, N Manwani
Asian Conference on Machine Learning, 782-796, 2020
22020
Online Algorithms for Multiclass Classification Using Partial Labels
R Bhattacharjee, N Manwani
Advances in Knowledge Discovery and Data Mining 12084, 249, 2020
22020
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
22019
fMRI Semantic Category Decoding using Linguistic Encoding of Word Embeddings
RSB Subba Reddy Oota, Naresh Manwani
arXiv preprint arXiv:1806.05177, 2018
2*2018
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Artikelen 1–20