Amine Bennouna
Scholar

Amine Bennouna

Google Scholar ID: -acf4MQAAAAJ
MIT Operations Research Center
Distributionally Robust OptimizationMachine LearningData-driven Decision Making
Citations & Impact
All-time
Citations
538
 
H-index
7
 
i10-index
6
 
Publications
11
 
Co-authors
6
list available
Resume (English only)
Background
  • Assistant Professor in Operations at the Kellogg School of Management, Northwestern University.
  • Research focuses on how machines or artificial intelligence (AI) learn to make decisions.
  • Develops novel learning algorithms for efficient, data-driven decision-making with an emphasis on reliability.
  • Research integrates tools from probability theory, optimization, and geometry to advance theoretical and algorithmic foundations.
  • Keywords: Data-driven Decision-making, Experimentation, Data Value, Stochastic Optimization, Distributionally Robust Optimization, Human-AI Interaction.