Prof. Jayadeva .
Present Designation:
Institute Chair Professor and Head of the Department, IIT DelhiAreas of Interest:
Swarm Intelligence, Optimization, VLSI Design, Healthcare
Specialisation:
AI/Machine Learning
Major Professional Contributions:
- Amongst the 1st worldwide to realize a SVM based A/D converter on chip
- Possibly the first Ant Colony Optimization based router chip on VLSI
- Pioneered the Twin SVM for learning unbalanced data (about 1200 google citations, subject of 5+ review papers)
- Pioneered the Minimal Complexity Machine family for learning sparse ML models. The models can be 3x to several 100x smaller than state of the art methods.
Consultancy Areas:
- Machine Learning
- VLSI
Sector Associated With:
- Electronics/VLSI
- Healthcare
Sectors Interested to Offer Service:
- Healthcare and diagnostic devices and techniques
Professional Experience
- Visiting Scientist, MIT
- Visiting Researcher, IBM India Research Lab
Keywords
AI/ML, VLSI, Optimization, Swarm Intelligence
Education
B.Tech in Electrical Engineering from IIT Delhi, 1988
Ph.D from IIT Delhi in 1994. Thesis title: "Optimization with Neural Networks"
Awards and Recognitions
IETE Ram Lal Wadhwa Medal, 2021
INSA Young Scientist Medal
INAE Young Engineer Award
Link to Website
web.iitd.ac.in/~jayadevaINAE Section Affiliated
VI: Electronics and Communication Engineering
Year of Election to Fellowship
2020
Year of Birth
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