Ministry of Education
Naresh Manwani
VIDWAN ID: 584159

Dr Naresh Manwani

Male Doctor of Philosophy
Associate Professor
International Institute of Information Technology, Hyderabad
Telangana
Expertise: Computer Science Artificial Intelligence
ORCID 0000-0002-8557-7954 Scopus 23397899200 ResearcherID AAY-8526-2020 Google Scholar qz4eDmgAAAAJ
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45 Publications
0 Projects
791 Scopus Citations
578 CrossRef
13 Years 7 Months Total Experience
Publications
45 Total
Articles
8
Chapters
1
Proceedings
36
Activity

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Scopus Scopus
791 Citations
12 h-index
CrossRef CrossRef
578 Citations
9 h-index
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Professional Recognition

Best Student Paper Runner-Up Award
2024
ACML 2024
Research Track Best Paper Runner-Up Award
2024
AIML Systems 2024
GE Above & Beyond
2014
GE Power & Water
GE Above & Beyond
2015
GE Global Research
Academic Grant
2022
IBM IRL Bangalore

Community & Membership

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Personal Details

Doctor of Philosophy
2013
Indian Institute of Technology, Delhi
Master of Technology
2006
N/A
Bachelor of Engineering
2003
Sri Sai Aditya Institute of Science & Technology
Associate Professor
Jan 2026 – Present
International Institute of Information Technology, Hyderabad
Assistant Professor
Nov 2016 – Jan 2026
International Institute of Information Technology, Hyderabad | Machine Learning Lab
Research Scientist
Jul 2015 – Nov 2016
Microsoft India Research and Development
Research Scientist
Feb 2013 – Jun 2015
GE Global Research, Bangalore
Engineering and Technology
Computer Science Artificial Intelligence

Related Profiles

Scholarly Work

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Scholarly Publications

Exact Passive-Aggressive Algorithms for Ordinal Regression Using Interval Labels

Journal Article
IEEE Transactions on Neural Networks and Learning Systems. Year: 2020. Volume: 31 , Issue: 9 , Pages: 3259-3268 .
Authors: Naresh Manwani; Mohit Chandra
DOI 10.1109/TNNLS.2019.2939861 Crossref Crossref: 8 Scopus Scopus: 6

Features Normalisation and Standardisation (FNS): An Unsupervised Approach for Detecting Adversarial Attacks for Medical Images

Open Access
Conference Paper
Year: 2023. Volume: 3 , Pages: 140-145 .
Authors: Sreenivasan Mohandas; Naresh Manwani
DOI 10.5220/0011624000003393

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

Conference Paper
Year: 2022.
Authors: Narendra Babu Unnam; Krishna Reddy; Amit Pandey; Naresh Manwani
DOI 10.1145/3538712.3538720 Crossref Crossref: 1

Advances in Exploratory Data Analysis, Visualisation and Quality for Data Centric AI Systems

Conference Paper
Year: 2022. Pages: 4814-4815 .
Authors: Hima Patel; Shanmukha Guttula; Ruhi Sharma Mittal; Naresh Manwani; Laure Berti-Equille; Abhijit Manatkar
DOI 10.1145/3534678.3542604 Crossref Crossref: 19 Scopus Scopus: 29

ALBIF: Active Learning with BandIt Feedbacks

Conference Paper
Year: 2022. Volume: 13282 LNAI , Pages: 353-364 .
Authors: Mudit Agarwal; Naresh Manwani
DOI 10.1007/978-3-031-05981-0_28

RoLNiP: Robust Learning Using Noisy Pairwise Comparisons

Conference Paper
Year: 2022. Volume: 189 , Pages: 706-721 .
Scopus Scopus: 2

Momentum Iterative Gradient Sign Method Outperforms PGD Attacks

Open Access
Conference Paper
Year: 2022. Volume: 3 , Pages: 913-916 .
Authors: Sreenivasan Mohandas; Naresh Manwani; Durga Dhulipudi
DOI 10.5220/0010938400003116 Crossref Crossref: 2 Scopus Scopus: 3

Multiclass Classification Using Dilute Bandit Feedback

Conference Paper
Year: 2021. Volume: 13031 LNAI , Pages: 63-75 .
Authors: Gaurav Batra; Naresh Manwani
DOI 10.1007/978-3-030-89188-6_5 Crossref Crossref: 1 Scopus Scopus: 1
Showing 1 to 8 of 45 publications