Lav Varshney
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Research Statement
My research focuses on the science and engineering of informational systems involving humans and machines. It is driven by a desire to improve individual and collective intelligence in modern environments.
Research Areas
- Coding theory and applications
- Communications
- Fault tolerance and reliability
- Image, video, and multimedia processing and compression
- Information theory
- Machine learning and pattern recognition
- Nanotechnology
- Signal detection and estimation
- Signal Processing
- VLSI in communications
Research Topics
- Artificial Intelligence and Autonomous Systems
- Cognitive computing
- Cyberphysical systems and internet of things
- Data science and analytics
- Data/Information Science and Systems
- Decision science
- Distributed computing and storage systems
- Electric transportation
- Human computer interactions
- Machine learning
- Network science and engineering
- Neuro-engineering
- Sensing systems
- Smart infrastructures
- Socio-technical systems and networking
- Speech, language, and audio processing
Recent Courses Taught
- ECE 313 (MATH 362) - Probability with Engrg Applic
- ECE 563 - Information Theory
- ECE 598 LV - Generative AI Models
- ECE 598 LV2 - Representation of Information