1.Rajarshi Bhattacharjee; Naresh Manwani: Online Algorithms for Multiclass Classification using Partial Labels. In: PAKDD 2020, Forthcoming. (Type: Conference | Links | BibTeX | Tags: multiclass classification, online learning, partial label)
2.Naresh Manwani; Mohit Chandra: Exact Passive Aggressive Learning of Ordinal Regression Using Interval Labels. In: IEEE Transactions on Neural Networks and Learning Systems (NNLS), Forthcoming. (Type: Journal Article | Links | BibTeX | Tags: Online, Ordinal Regression, Passive-Aggressive)
3.Kulin Shah; Naresh Manwani: Online Active Learning of Reject Option Classifiers. AAAI, AAAI Press, Forthcoming. (Type: Conference | Links | BibTeX | Tags: ActiveLearning, Online, RejectOption)
4.Himanshu Kumar; Naresh Manwani; Sastry P S: Robust Learning of Multi-Label Classifiers under Label Noise. ACM India Joint International Conference on Data Science & Management of Data, 2020. (Type: Conference | Abstract | Links | BibTeX | Tags: Label Noise, Multi-Label, Robust)
5.Kulin Shah; Naresh Manwani: Sparse Reject Option Classifier Using Successive Linear Programming. In: AAAI, pp. 4870–4877, AAAI Press, 2019. (Type: Conference | BibTeX | Tags: )
6.Naresh Manwani: PRIL: Perceptron Ranking Using Interval Labels. In: COMAD/CODS, pp. 78–85, ACM, 2019. (Type: Conference | BibTeX | Tags: )
7.Subba Reddy Oota; Naresh Manwani; Raju Bapi S: fMRI Semantic Category Decoding Using Linguistic Encoding of Word Embeddings. In: ICONIP (3), pp. 3–15, Springer, 2018. (Type: Conference | BibTeX | Tags: )
8.Aritra Ghosh; Naresh Manwani; Sastry P S: On the Robustness of Decision Tree Learning Under Label Noise. In: PAKDD (1), pp. 685–697, 2017. (Type: Conference | BibTeX | Tags: )