Napat Rujeerapaiboon
Assistant Professor, Department of Industrial Systems Engineering and Management at National University of Singapore
Biography
National University of Singapore
Education
- PhD in Risk Analytics and Optimization, École Polytechnique Fédérale de Lausanne
- MSc in Computational Management Science, Imperial College London
- BEng in Computer Engineering, Chulalongkorn University
Companies
- Assistant Professor National University of Singapore (2018)
- Journal Reviewer INFORMS (2014)
- Postdoctoral Researcher EPFL (École polytechnique fédérale de Lausanne) (2017 — 2018)
- Lecturer (Chargé de cours) EPFL (École polytechnique fédérale de Lausanne) (2017 — 2018)
- Doctoral Assistant EPFL (École polytechnique fédérale de Lausanne) (2013 — 2016)
- Graduate Teaching Assistant Imperial College London (2012 — 2013)
- Analyst Accenture (2010 — 2010)
- Research Assistant NECTEC (2008 — 2009)
Research Interests
- Robust and distributionally robust optimization
- Data-driven optimization
- Risk analytics
Selected Publications
- Robust Multidimensional Pricing: Separation without Regret, with Ç. Koçyiğit and D. Kuhn. Under Review.
- Size Matters: Cardinality-Constrained Clustering and Outlier Detection via Conic Optimization, with K. Schindler, W. Wiesemann and D. Kuhn. Under Review.
- On Risk Reduction in Kelly Betting Using the Conservative Expected Value, with B. Barmish and D. Kuhn. Proceedings of the 57th IEEE Conference on Decision and Control, 2018.
- Scenario Reduction Revisited: Fundamental Limits and Guarantees, with K. Schindler, W. Wiesemann and D. Kuhn. Mathematical Programming, 2018.
- Chebychev Inequalities for Products of Random Variables, with D. Kuhn and W. Wiesemann. Mathematics of Operations Research, 2018.
- Multi-period portfolio optimization: Translation of autocorrelation risk to excess variance, with B. Choi and R. Jiang. Operations Research Letters 44(6): 801-807, 2016.
- Robust Growth-Optimal Portfolios, D. Kuhn. and W. Wiesemann. Management Science 62(7): 2090-2109, 2016.
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