# Publications

Rate-optimality of complete expected improvement. Journal of Applied Probability.Abstract 2017_chry_cei.pdf

, Submitted. A dynamic screening algorithm for hierarchical binary data. Journal of Machine Learning Research.Abstract 2017_faliry_ddc.pdf

, Submitted. Consistency analysis of sequential learning under approximate Bayesian inference. Operations Research.Abstract 2017_chry_approximate.pdf

, Submitted. Efficient sampling allocation procedures for selecting the optimal quantile. INFORMS Journal on Computing.Abstract 2016_peng_quantile.pdf

, Submitted. Social behavior and user engagement in competitive online gaming: an empirical analysis. Production and Operations Management.Abstract 2016_gu_gaming.pdf

, Submitted. The local time method for targeting and selection. Operations Research.Abstract 2017_ryzhov_targeting.pdf

, Submitted. Learning demand curves in B2B pricing: a new framework and case study. Production and Operations Management.Abstract 2016_quryfu_pricing.pdf

, Submitted. Bayesian exploration for approximate dynamic programming. Operations Research.Abstract 2017_ryzhov_adp.pdf

, Submitted. Evasive flow capture: a multi-period stochastic facility location problem with independent demand. European Journal of Operational Research , 257 (2) , pp. 687-703. PDFAbstract

, 2017. On the convergence rates of expected improvement methods. Operations Research , 64 (6) , pp. 1515-1528. PDFAbstract

, 2016. Winner, INFORMS Simulation Society Outstanding Publication Award, 2017.

Optimal learning in linear regression with combinatorial feature selection. INFORMS Journal on Computing , 28 (4) , pp. 721-735. PDFAbstract

, 2016. Finalist, INFORMS Washington DC Chapter Student Excellence Award, 2015.

Cultivating disaster donors using data analytics. Management Science , 62 (3) , pp. 849-866. PDFAbstract

, 2016. Optimal learning with non-Gaussian rewards. Advances in Applied Probability , 48 (1) , pp. 112-136. PDFAbstract

, 2016. Finalist, INFORMS Junior Faculty Forum Paper Competition, 2014.

Evasive flow capture: optimal location of weigh-in-motion systems, tollbooths, and security checkpoints. Networks , 65 (1) , pp. 22-42. PDFAbstract

, 2015. Winner, Glover-Klingman Prize, 2015.

A new optimal stepsize for approximate dynamic programming. IEEE Transactions on Automatic Control , 60 (3) , pp. 743-758. PDFAbstract

, 2015. Optimal information blending with measurements in the L2 sphere. Mathematics of Operations Research , 40 (4) , pp. 1060-1088. PDFAbstract

, 2015. Sequential selection with unknown correlation structures. Operations Research , 63 (4) , pp. 931-948. PDFAbstract

, 2015. Winner, INFORMS Computing Society Best Student Paper Award, 2012.

Information collection for linear programs with uncertain objective coefficients. SIAM Journal on Optimization , 22 (4) , pp. 1344-1368. PDFAbstract

, 2012. The knowledge gradient algorithm for a general class of online learning problems. Operations Research , 60 (1) , pp. 180-195. PDFAbstract

, 2012. Information collection on a graph. Operations Research , 59 (1) , pp. 188-201. PDFAbstract

, 2011. Finalist, INFORMS New Jersey Chapter Student Contest, 2009.