I study practical challenges in the design of machine learning systems -- robustness, concept drift, human-AI interaction, user behavior modeling, etc. I also work on cognition-inspired deep learning systems, including meta-learning, continual learning, and robust vision.
working on various practical challenges in the design of machine learning systems -- robustness, concept drift, cost-efficiency, human-AI interaction, etc. I also work on cognition-inspired learning systems, including meta-learning, continual learning, and robust vision.