Asim Kadav

Machine Learning

NEC Laboratories America, Inc.
4 Independence Way, Suite 200
Princeton, NJ  08540

Research Interests

I am working on research in machine learning and AI with a focus on reasoning using novel deep models, memory architectures, efficient inference, and novel applications. Working on systems and algorithms for 1) Surveillance and video understanding applications such as action recognition, scene reasoning etc. (, 2) Combining text and visual reasoning systems 3) Reinforcement learning systems for automated datacenter configuration, 4) Distributed ML platform for training over sensors, CPUs, & GPUs (publically available at Experience in delivering software/demos with ML models with high accuracy that adhere to real-time constraints using techniques like pruning.