Professors

Rice University · Computer Science

optimization for machine learning · convex and non-convex algorithms · large-scale optimization

Concordia University · Computer Science and Software Engineering

machine learning · networks

• large-scale optimization
• machine learning
• optical & wireless networking
• automated mechanism design

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