2022

19.

Narendra Babu Unnam; Krishna Reddy P; Amit Pandey; Naresh Manwani

Journey to the center of the words: Word weighting scheme based on the geometry of word embeddings Conference Forthcoming

34th International Conference on Scientific and Statistical Database Management (SSDBM), Forthcoming.

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18.

Mudit Agarwal; Naresh Manwani

ALBIF: Active Learning with BandIt Feedbacks Conference

26th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2022.

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17.

Sreenivasan Mohandas; Naresh Manwani; Durga Prasad Dhulipudi

Momentum Iterative Gradient Sign Method outperforms PGD Attacks Conference

14th International Conference on Agents and Artificial Intelligence (ICAART), 2022.

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2021

16.

Gaurav Batra; Naresh Manwani

Multiclass Classification using Dilute Bandit Feedback Conference Forthcoming

PRICAI 2021, Forthcoming.

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15.

Sarath Sivaprasad; Ankur Singh; Naresh Manwani; Vineet Gandhi

The Curious Case of Convex Networks Conference Forthcoming

ECML 2021, Forthcoming.

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14.

Bhavya Kalra; Naresh Manwani

RISAN: Robust Instance Specific Deep Abstention Network Conference Forthcoming

UAI 2021, Forthcoming.

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13.

Mudit Agarwal; Naresh Manwani

Learning Multiclass Classifier Under Noisy Bandit Feedback Conference Forthcoming

PAKDD 2021, Forthcoming.

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12.

Bhavya Kalra; Sai Krishna Munnangi; Kushal Majmundar; Naresh Manwani; Praveen Paruchuri

Cooperative Monitoring of Malicious Activity in Stock Exchanges Workshop

Workshop on Data Assessment and Readiness for Artificial Intelligence, PAKDD 2021, 2021.

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11.

Maanik Arora; Naresh Manwani

Exact Passive Aggressive Algorithm for Multiclass Classification Using Partial Labels Conference Forthcoming

CoDS-COMAD 2021, Forthcoming.

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2020

10.

Bhanu Garg; Naresh Manwani

Robust Deep Ordinal Regression under Label Noise Conference

ACML 2020, 2020.

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9.

Maanik Arora; Naresh Manwani

Exact Passive Aggressive Algorithm for Multiclass Classification Using Bandit Feedbacks Conference

ACML 2020, 2020.

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8.

Rajarshi Bhattacharjee; Naresh Manwani

Online Algorithms for Multiclass Classification using Partial Labels Conference

PAKDD 2020, 2020.

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7.

Naresh Manwani; Mohit Chandra

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

IEEE Transactions on Neural Networks and Learning Systems (NNLS), 2020.

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6.

Kulin Shah; Naresh Manwani

Online Active Learning of Reject Option Classifiers Conference Forthcoming

AAAI, AAAI Press, Forthcoming.

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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.

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2019

4.

Kulin Shah; Naresh Manwani

Sparse Reject Option Classifier Using Successive Linear Programming Conference

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

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3.

Naresh Manwani

PRIL: Perceptron Ranking Using Interval Labels Conference

COMAD/CODS, pp. 78–85, ACM, 2019.

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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.

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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.

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