Suivre
Naresh Manwani
Naresh Manwani
Assistant Professor at IIIT Hyderabad
Adresse e-mail validée de iiit.ac.in - Page d'accueil
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Année
Noise tolerance under risk minimization
N Manwani, PS Sastry
IEEE transactions on cybernetics 43 (3), 1146-1151, 2013
3402013
Making risk minimization tolerant to label noise
A Ghosh, N Manwani, PS Sastry
Neurocomputing 160, 93-107, 2015
2522015
Geometric decision tree
N Manwani, PS Sastry
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 42 …, 2011
872011
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
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
542017
Learning polyhedral classifiers using logistic function
N Manwani, PS Sastry
Proceedings of 2nd Asian Conference on Machine Learning, 17-30, 2010
312010
K-plane regression
N Manwani, PS Sastry
Information Sciences 292, 39-56, 2015
302015
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
282021
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
212022
Online active learning of reject option classifiers
K Shah, N Manwani
Proceedings of the AAAI conference on artificial intelligence 34 (04), 5652-5659, 2020
192020
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
182007
fMRI Semantic Category Decoding using Linguistic Encoding of Word Embeddings
RSB Subba Reddy Oota, Naresh Manwani
arXiv preprint arXiv:1806.05177, 2018
16*2018
Polyceptron: A polyhedral learning algorithm
N Manwani, PS Sastry
arXiv preprint arXiv:1107.1564, 2011
152011
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
122015
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
112020
Robust deep ordinal regression under label noise
B Garg, N Manwani
Asian conference on machine learning, 782-796, 2020
102020
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
102019
Exact passive-aggressive algorithms for multiclass classification using bandit feedbacks
M Arora, N Manwani
Asian Conference on Machine Learning, 369-384, 2020
72020
Online algorithms for multiclass classification using partial labels
R Bhattacharjee, N Manwani
Advances in Knowledge Discovery and Data Mining: 24th Pacific-Asia …, 2020
72020
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
72019
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