Andrew A. Li

Assistant Professor of Operations Research

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Education

• Massachusetts Institute of Technology - Ph D (Operations Research) - 2018
• Columbia University - BS (Operations Research/Applied Mathematics Minor) - 2012

Research

Machine Learning, High-Dimensional Data Analysis, E-Commerce, Personalized Medicine, Cloud Computing, Scalable Algorithms, Stochastic Modeling

Publications

• Learning Preferences with Side Information

  (author(s):  V. Farias, A. Li)
  To appear in Management Science

• Staffing to Stabilize Blocking in Loss Models with Time-Varying Arrival Rates

  (author(s):  A. Li, W. Whitt, J. Zhao)
  Probability in the Engineering and Informational Sciences 30(2), 2016; 185-211

• Approximate Blocking Probabilities in Loss Models with Independence and Distribution Assumptions Relaxed

  (author(s):  A. Li, W. Whitt)
  Performance Evaluation 82, 2014; 82-101

• Ordered Multiplicity Lists for Eigenvalues of Symmetric Matrices Whose Graph is a Linear Tree

  (author(s):  C. Johnson, A. Li, A. Walker)
  Discrete Mathematics 333, 2014; 39-55

Working Papers

• Operationalizing Personalized Recommendations and Search via Sublinear-Time Sampling

  (author(s): V. Farias, A. Li, D. Sinha)

• Protein Corona Sensor Array Identifies and Predicts Alzheimer’s Disease

  (author(s): M. Mahmoudi, A. Li, V. Farias, O. Farokhzad)

• Optimal Denoising of High-Dimensional Data

  (author(s): V. Farias, A. Li)

• Selling Completion Times on the Cloud

  (author(s): F. Balestrieri, A. Li, J. Ward)