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Dr Karthik P. N.

vidwan id: 544529
Male

Assistant Professor (Grade-II), Department of Artificial Intelligence
Indian Institute of Technology Hyderabad

Expertise

  • Computer Science Artificial Intelligence

Publications

Total Articles 16
Books 0
Proceedings 0

Publications

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Scopus

Citations 26
h-index 3

CrossRef

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Citations 7
h-index 2
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Bio

His research lies in the design and analysis of algorithms for sequential decision making under uncertainty, using tools from information theory, statistical learning theory, probability theory, detection andestimation theory, and Markov decision processes, to name a few. More recently, he has been applying the above tools to several interesting paradigms of machine learning such as federated learning and transfer learning.

Personal Details

  • Male
  • Assistant Professor (Grade-II) , Indian Institute of Technology Hyderabad
  • Indian Institute of Technology Hyderabad
Doctor of Philosophy
Other Institute 2022
Master of Science Engineering
Other Institute 2022
Bachelor of Engineering
Other Institute 2014
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

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Organisations (342+)

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Associate Professor

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Associate Professor

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Co-Authors (5)

Chandra R.

Dr Chandra R. Murthy

Indian Institute of Science Bangalore

Jayakrishnan U

Dr Jayakrishnan U Nair

Indian Institute of Technology Bombay

Neelesh

Prof Neelesh B.Mehta

Indian Institute of Science Bangalore

Nikhil

Dr Nikhil Karamchandani

Indian Institute of Technology Bombay

Rajesh

Prof Rajesh Sundaresan

Indian Institute of Science Bangalore

Scholarly Work

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Scholarly Publications

Federated Best Arm Identification With Heterogeneous Clients

Open Access
Article

Optimal Best Arm Identification With Fixed Confidence in Restless Bandits

Open Access
Article

FIXED-BUDGET DIFFERENTIALLY PRIVATE BEST ARM IDENTIFICATION

Open Access
Conference Paper
Authors: Chen Z.;Karthik P.N.;Chee Y.M.;Tan V.Y.F.

Best Arm Identification with Arm Erasures

Open Access
Conference Paper

Bus priority lane in Bengaluru: A study on its effectiveness and driver stress

Open Access
Article
Authors: Karthik P.N.;Rathod N.;Yasodharan S.;Lobo W.;Sahadevan A.;Sundaresan R.;Verma P.

Best Arm Identification in Bandits with Limited Precision Sampling

Open Access
Conference Paper
Authors: Reddy K.S.;Karthik P.N.;Karamchandani N.;Nair J.

Almost Cost-Free Communication in Federated Best Arm Identification

Open Access
Conference Paper

Best Arm Identification in Restless Markov Multi-Armed Bandits

Open Access
Article