P. N. Karthik
Indian Institute of Technology Hyderabad, National University of Singapore, Indian Institute of Science Bangalore, RV College of Engineering
About
I am an Assistant Professor in the Department of Artificial Intelligence at the Indian Institute of Technology, Hyderabad (IIT Hyderabad). Prior to this, I was a Research Fellow in the Institute of Data Science at the National University of Singapore (NUS), where I worked alongside Prof. Vincent Y. F. Tan. Prior to joining NUS, I obtained the Ph.D. and Master of Science (Engineering) dual degree from the Department of Electrical Communication Engineering at the Indian Institute of Science (IISc), Bengaluru, where I was fortunate to be advised by Prof. Rajesh Sundaresan. Much earlier to joining the dual degree programme, I worked as a Project Assistant in Prof. Chandra R. Murthy's lab at IISc, where I was introduced to the world of research. I hold a Bachelor of Engineering degree in Electronics and Communications from R V College of Engineering, Bengaluru. My research interests span information theory, sequential analysis, hypothesis testing, Markov decision processes, anomaly detection, and stochastic adaptive control, to name a few.
Employment
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Indian Institute of Technology Hyderabad Assistant Professor2024 - Present
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National University of Singapore Research Fellow2022 - 2024
Education
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Indian Institute of Science Bangalore Ph.D. and Master of Science (Engineering) Dual Degree2015 - 2022
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RV College of Engineering2010 - 2014
Projects & Funding
Projects & funding information is unavailable.
Publications (26)
- Best Arm Identification with Arm Erasures Save
- FIXED-BUDGET DIFFERENTIALLY PRIVATE BEST ARM IDENTIFICATION Save
- FIXED-BUDGET DIFFERENTIALLY PRIVATE BEST ARM IDENTIFICATION Save
- Federated Best Arm Identification With Heterogeneous Clients Save
- Optimal Best Arm Identification With Fixed Confidence in Restless Bandits Save
- Almost Cost-Free Communication in Federated Best Arm Identification Save
- Best Arm Identification in Bandits with Limited Precision Sampling Save
- Best Arm Identification in Bandits with Limited Precision Sampling Save
- Best Arm Identification in Restless Markov Multi-Armed Bandits Save
- Bus priority lane in Bengaluru: A study on its effectiveness and driver stress Save