Naresh Manwani
Naresh Manwani
Assistant Professor at IIIT Hyderabad
Verified email at iiit.ac.in - Homepage
TitleCited byYear
Noise tolerance under risk minimization
N Manwani, PS Sastry
IEEE transactions on cybernetics 43 (3), 1146-1151, 2013
1002013
Making risk minimization tolerant to label noise
A Ghosh, N Manwani, PS Sastry
Neurocomputing 160, 93-107, 2015
662015
Geometric decision tree
N Manwani, PS Sastry
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 42 …, 2011
422011
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
402009
Learning polyhedral classifiers using logistic function
N Manwani, PS Sastry
Proceedings of 2nd Asian Conference on Machine Learning, 17-30, 2010
132010
K-plane regression
N Manwani, PS Sastry
Information Sciences 292, 39-56, 2015
112015
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
72017
Polyceptron: A polyhedral learning algorithm
N Manwani, PS Sastry
arXiv preprint arXiv:1107.1564, 2011
72011
A geometric algorithm for learning oblique decision trees
N Manwani, PS Sastry
International Conference on Pattern Recognition and Machine Intelligence, 25-31, 2009
62009
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
52007
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
32015
fMRI Semantic Category Decoding using Linguistic Encoding of Word Embeddings
RSB Subba Reddy Oota, Naresh Manwani
arXiv preprint arXiv:1806.05177, 2018
2*2018
Sparse Reject Option Classifier using Successive Linear Programming
K Shah, N Manwani
Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019
12019
Robust learning of classifiers in the presence of label noise
PS Sastry, N Manwani
Pattern Recognition and Big Data, 167-197, 2017
12017
ExpertoCoder: Capturing Divergent Brain Regions Using Mixture of Regression Experts
SR Oota, N Manwani, RS Bapi
arXiv preprint arXiv:1909.12299, 2019
2019
Online Active Learning of Reject Option Classifiers
K Shah, N Manwani
arXiv preprint arXiv:1906.06166, 2019
2019
PLUME: Polyhedral Learning Using Mixture of Experts
K Shah, PS Sastry, N Manwani
arXiv preprint arXiv:1904.09948, 2019
2019
PRIL: Perceptron Ranking Using Interval Labels
N Manwani
Proceedings of the ACM India Joint International Conference on Data Science …, 2019
2019
Exact Passive-Aggressive Algorithms for Learning to Rank Using Interval Labels
N Manwani, M Chandra
arXiv preprint arXiv:1808.06107, 2018
2018
Supervised Learning of Piecewise Linear Models
N Manwani
2018
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