I spend most of my time musing over Deep Learning models. My research focuses on exploiting the synergy between Deep Learning and Hyperdimensional Computing to enable lightweight learning for various domains such as Meta Learning, Federated Learning, Computer Vision and NLP.
Things Rishi Does
FHDnn Communication Efficient and Robust Federated Learning for AIoT Networks
59th Design Automation Conference
A Drone-based System for Intelligent and Autonomous Homes
Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems
Efficient Sparse Processing in Smart Home Applications
Proceedings of the 1st Workshop on Machine Learning on Edge in Sensor Systems