Scholar
Karthikeyan Shanmugam
Google Scholar ID: m4DyPcUAAAAJ
Research Scientist, Google Deepmind
Citations & Impact
Citations
5,622
H-index
31
i10-index
68
Publications
20
Co-authors
27
list available
Contact
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- Published multiple journal papers including articles in high-level academic journals such as IEEE JSAC, IEEE Transactions on Information Theory, Journal of Machine Learning Research (JMLR). Participated in significant projects like FemtoCaching: Wireless Content Delivery through Distributed Caching Helpers, AI Explainability 36x toolkit, etc.
Research Experience
- Currently a Research Scientist at Google Deepmind India (Bengaluru), part of the Machine Learning Foundations and Optimization Team. Previously, a Research Staff Member with IBM Research AI, NY during 2017-2022 and a Herman Goldstine Postdoctoral Fellow at IBM Research, NY in the period 2016-2017.
Education
- Ph.D. in ECE from UT Austin in 2016, advisor was Alex Dimakis; MS degree in Electrical Engineering (2010-2012) from the University of Southern California; B.Tech and M.Tech degrees in Electrical Engineering from IIT Madras in 2010.
Background
- Research interests broadly lie in Graph algorithms, Machine learning, Optimization, and Information Theory. Specifically in machine learning, recent focus is on Causal Inference, Foundation Models, Bandits/RL and Explainable AI.
