2020

8.

Rajarshi Bhattacharjee; Naresh Manwani

Online Algorithms for Multiclass Classification using Partial Labels Conference Forthcoming

PAKDD 2020, Forthcoming.

Links | BibTeX

7.

Naresh Manwani; Mohit Chandra

Exact Passive Aggressive Learning of Ordinal Regression Using Interval Labels Journal Article Forthcoming

IEEE Transactions on Neural Networks and Learning Systems (NNLS), Forthcoming.

Links | BibTeX

6.

Kulin Shah; Naresh Manwani

Online Active Learning of Reject Option Classifiers Conference Forthcoming

AAAI, AAAI Press, Forthcoming.

Links | BibTeX

5.

Himanshu Kumar; Naresh Manwani; Sastry P S

Robust Learning of Multi-Label Classifiers under Label Noise Conference

ACM India Joint International Conference on Data Science & Management of Data, 2020.

Abstract | Links | BibTeX

2019

4.

Kulin Shah; Naresh Manwani

Sparse Reject Option Classifier Using Successive Linear Programming Conference

AAAI, pp. 4870–4877, AAAI Press, 2019.

BibTeX

3.

Naresh Manwani

PRIL: Perceptron Ranking Using Interval Labels Conference

COMAD/CODS, pp. 78–85, ACM, 2019.

BibTeX

2018

2.

Subba Reddy Oota; Naresh Manwani; Raju Bapi S

fMRI Semantic Category Decoding Using Linguistic Encoding of Word Embeddings Conference

ICONIP (3), pp. 3–15, Springer, 2018.

BibTeX

2017

1.

Aritra Ghosh; Naresh Manwani; Sastry P S

On the Robustness of Decision Tree Learning Under Label Noise Conference

PAKDD (1), pp. 685–697, 2017.

BibTeX