I am an Applied Scientist in Amazon's Global Logistics team.
Prior to this, I was an Assistant Professor (tenure-track) of Operations Research at the University of Illinois at Urbana-Champaign. My training includes a postdoctoral fellowship at Carnegie Mellon University, under the supervision of Dr. Gérard Cornuéjols, and a Ph.D. from the Georgia Institute of Technology, working with Dr. Santanu Dey and Dr. Marco Molinaro, in 2022.
You can reach me at ydubey0711 [at] gmail [dot] com.
Research interests:
data-driven algorithm design (e.g. learning-to-optimize, discrete optimization with predictions)
design and analysis of algorithms for operations research and machine learning
theoretical and practical properties of algorithms for integer programming (e.g. branch-and-bound, cutting planes)