Andrew A. Li
Assistant Professor of Operations Research
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- 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)