Ministry of Education
Karthik P. N.
VIDWAN ID: 544529

Dr Karthik P. N.

Male Doctor of Philosophy
Assistant Professor (Grade-II) | Department of Artificial Intelligence
Indian Institute of Technology, Hyderabad
Telangana
Expertise: Computer Science Artificial Intelligence
ORCID 0000-0001-7798-1159 Scopus 57202668260 Google Scholar D39u7bkAAAAJ
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28 Publications
0 Projects
50 Scopus Citations
42 CrossRef
4 Years 8 Months Total Experience
Publications
28 Total
Articles
16
Proceedings
12
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Scopus Scopus
50 Citations
4 h-index
CrossRef CrossRef
42 Citations
4 h-index
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Personal Details

Doctor of Philosophy
2022
Indian Institute of Technology, Delhi
Master of Science
2022
Indian Institute of Technology, Delhi
Bachelor of Engineering
2014
Guru Nanak Khalsa College, Yamuna Nagar
Assistant Professor (Grade-II)
Feb 2024 – Present
Indian Institute of Technology, Hyderabad | Department of Artificial Intelligence
Research Fellow
Jan 2022 – Jan 2024
National University of Singapore
Engineering and Technology
Computer Science Artificial Intelligence

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Scholarly Work

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Scholarly Publications

Optimal Multi-Objective Best Arm Identification with Fixed Confidence

Conference Paper
Year: 2025. Volume: 258 , Pages: 1162-1170 .
Authors: Chen Z.; Karthik P.N.; Chee Y.M.; Tan V.Y.F.

Best Arm Identification in Bandits with Limited Precision Sampling

Conference Paper
Year: 2023. Volume: 2023-June , Pages: 1466-1471 .
Authors: Kota Srinivas Reddy; P. N. Karthik; Nikhil Karamchandani; Jayakrishnan Nair
DOI 10.1109/ISIT54713.2023.10206610 Crossref Crossref: 2 Scopus Scopus: 1

OPTIMAL BEST ARM IDENTIFICATION WITH FIXED CONFIDENCE IN RESTLESS BANDITS

Other
Year: 2023.
Authors: Karthik, P.N.; Tan, V.Y.F.; Mukherjee, A.; Tajer, A.
DOI 10.48550/arXiv.2310.13393

On the equivalence of projections in relative α-entropy and Rényi divergence

Other
Year: 2017.
Authors: Karthik, P.N.; Sundaresan, R.
DOI 10.48550/arxiv.1701.06347

On the Equivalence of Projections in Relative α-Entropy and Rényi Divergence

Conference Paper
Year: 2019. Pages: 1-6 .
Authors: Karthik, P.N.; Sundaresan, R.
DOI 10.1109/NCC.2018.8599980 Crossref Crossref: 2 Scopus Scopus: 1

Learning to Detect an Odd Markov Arm

Other
Year: 2019.
Authors: Karthik, P.N.; Sundaresan, R.
DOI 10.48550/arxiv.1904.11361

Learning to Detect an Odd Markov Arm

Conference Paper
Year: 2019. Pages: 2554-2558 .
Authors: Karthik, P.N.; Sundaresan, R.
DOI 10.1109/ISIT.2019.8849807 Crossref Crossref: 2

Learning to Detect an Odd Markov Arm

Journal Article
IEEE Transactions on Information Theory. Year: 2020. Volume: 66 , Issue: 7 , Pages: 4324-4348 .
Authors: Karthik, P.N.; Sundaresan, R.
DOI 10.1109/TIT.2020.2972875 Crossref Crossref: 8 Scopus Scopus: 9
Showing 1 to 8 of 28 publications