Professors

Stevens Institute of Technology · Computer Science

machine learning theory and applications · label-efficient and active learning · noise-tolerant learning · large-scale optimization · high-dimensional statistics

• machine learning theory
• active learning
• robust learning
• optimization
• high-dimensional statistics

Carleton University · School of Computer Science

machine learning · artificial intelligence · computer vision · natural language processing · medical data analysis

• representation learning
• domain adaptation and generalization
• few-shot learning
• zero-shot learning
• continual learning
• weakly supervised learning