Research Areas:
- AI and Machine learning: Kernel Learning, Multiview Learning, Robust Optimization and Convex Optimization for Large Data, Anomaly Detection in Time Series, Privacy-aware Learning, Bayesian Model.
- Systems for AI: Computer Vision, Architecture for Deep Learning, Energy-efficient and High-performance Systems for Multimedia Applications, Energy-aware Algorithms for Signal Processing to efficient architecture design, Low-power VLSI circuit implementation.
- Information Retrieval and Natural Language Processing: Harvesting Knowledge from Text and Web Tables; Knowledge Base Curation, Question-Answering, Building Smart Indices for Efficient Similarity Search.
- Information Theory and Statistics: Statistical Learning and Inference, Federated Learning, Mathematical Statistics.
Copyright © 2024. All rights reserved.