Current research interests:
- Empirical Operation Management; Sharing Economy; Online Platforms
- Methodology used in Empirical OM; Econometrics; Statistical Learning; Machine Learning
- Financial engineering and Fintech
Research Projects:
Customer Preference and Station Network in the London Bike Share System
Joint work with Fanyin Zheng, Karan Girotra and Elena Belavina
Accepted at Management Science
Buy Rough, Sell Smooth
Joint work with Paul Glasserman
Quantitative Finance, volume 20, 2020, Issue 3
Machine Learning in Demand Estimation with Long-tail Data
Joint work with Fanyin Zheng
Working paper
Machine Learning in Factor Models
Joint work with Paul Glasserman
Work in progress
Thesis:
My thesis can be found here
Recent Inivited and Conference Talks:
POMS 2019, Washington DC (May 2019)
Data Science track
Retail Operation track
INFORMS Annual Meeting, Phoenix AZ (Nov 2018)
Marketplace Innovation: Field and Empirical Studies
Machine Learning and Causal Inference
Probability models in sharing economy
MSOM Service SIG Meeting (8/66 submissions), Dallas TX (July 2018)
INFORMS RMP Annual Conference, Toronto, Canada (June 2018)
Bloomberg Quant Seminar, New York NY (April 2018)
INFORMS Annual Meeting, Houston TX (Oct 2017)
Empirical OM Workshop, Philadelphia PA (Sept 2017)
MSOM Annual Conference, Chapel Hill NC (June 2017)
Marketplace Innovation Workshop, Stanford CA (June 2017)
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