| Publication Date | Article Title | Author(s) |
| 1-Oct-2018 | Identification and adaptive control of a high-contrast focal plane wavefront correction system | Sun, H; Kasdin, N Jeremy; Vanderbei, Robert |
| Aug-2018 | LARGE COVARIANCE ESTIMATION THROUGH ELLIPTICAL FACTOR MODELS. | Fan, Jianqing; Liu, Han; Wang, Weichen |
| 3-Jul-2018 | Inference in Linear Regression Models with Many Covariates and Heteroscedasticity | Cattaneo, Matias D; Jansson, M; Newey, WK |
| 8-Jun-2018 | A Supermartingale Relation for Multivariate Risk Measures | Feinstein, Zachary; Rudloff, Birgit |
| Jun-2018 | ARE DISCOVERIES SPURIOUS? DISTRIBUTIONS OF MAXIMUM SPURIOUS CORRELATIONS AND THEIR APPLICATIONS. | Fan, Jianqing; Shao, Qi-Man; Zhou, Wen-Xin |
| 1-May-2018 | Risk-averse approximate dynamic programming with quantile-based risk measures | Jiang, DR; Powell, William B |
| May-2018 | Partial Consistency with Sparse Incidental Parameters. | Fan, Jianqing; Tang, Runlong; Shi, Xiaofeng |
| 3-Apr-2018 | On the Effect of Bias Estimation on Coverage Accuracy in Nonparametric Inference | Calonico, S; Cattaneo, Matias D; Farrell, MH |
| 3-Apr-2018 | I-LAMM FOR SPARSE LEARNING: SIMULTANEOUS CONTROL OF ALGORITHMIC COMPLEXITY AND STATISTICAL ERROR. | Fan, Jianqing; Liu, Han; Sun, Qiang; Zhang, Tong |
| 1-Apr-2018 | Alternative asymptotics and the partially linear model with many regressors | Cattaneo, MD; Jansson, M; Newey, WK |
| 1-Mar-2018 | Constrained Optimal Transport | Ekren, I; Soner, H Mete |
| 22-Feb-2018 | Pathwise coordinate optimization for sparse learning: Algorithm and theory | Zhao, T; Liu, H; Zhang, T |
| 2-Jan-2018 | ECA: High Dimensional Elliptical Component Analysis in Non-Gaussian Distributions | Han, Fang; Liu, Han |
| 1-Jan-2018 | Estimation of Markov Chain via Rank-Constrained Likelihood | Li, Xudong; Wang, Mengdi; Zhang, Anru |
| 1-Jan-2018 | Minimax-optimal privacy-preserving sparse PCA in distributed systems | Ge, Jason; Wang, Zhaoran; Wang, Mengdi; Liu, Han |
| 1-Jan-2018 | Apodized pupil Lyot coronagraphs designs for future segmented space telescopes | St Laurent, K; Fogarty, K; Zimmerman, NT; N'Diaye, M; Stark, CC; et al |
| 1-Jan-2018 | A knowledge gradient policy for sequencing experiments to identify the structure of RNA molecules using a sparse additive belief model | Li, Y; Reyes, KG; Vazquez-Anderson, J; Wang, Y; Contreras, LM; et al |
| 1-Jan-2018 | Finite-time analysis for the knowledge-gradient policy | Wang, Y; Powell, William B |
| 1-Jan-2018 | Optimal control for diffusions on graphs | Florescu, L; Peres, Y; Racz, Miklos Z |
| 1-Jan-2018 | Regularized decomposition of high-dimensional multistage stochastic programs with Markov uncertainty | Asamov, T; Powell, William B |
