| Publication Date | Article Title | Author(s) |
| 26-Jun-2012 | A quantitative Gibbard-Satterthwaite theorem without neutrality | Mossel, E; Rácz, Miklos Z |
| Jun-2012 | Vast Portfolio Selection With Gross-Exposure Constraints | Fan, Jianqing; Zhang, Jingjin; Yu, Ke |
| Jun-2012 | Deviation optimal learning using greedy Q-aggregation | Dai, Dong; Rigollet, Philippe; Zhang, Tong |
| Apr-2012 | Kullback–Leibler aggregation and misspecified generalized linear models | Rigollet, Philippe |
| Apr-2012 | Existence, minimality and approximation of solutions to BSDEs with convex drivers | Cheridito, Patrick; Stadje, Mitja |
| Mar-2012 | Fast Fourier optimization | Vanderbei, Robert J. |
| Mar-2012 | Vast Volatility Matrix Estimation Using High-Frequency Data for Portfolio Selection | Fan, Jianqing; Li, Yingying; Yu, Ke |
| 9-Feb-2012 | Space-based planet detection using two MEMS DMs and a shaped pupil | Kasdin, NJ; Groff, T; Carlotti, A; Vanderbei, Robert J. |
| Jan-2012 | Local Warming | Vanderbei, Robert J. |
| Jan-2012 | Variance estimation using refitted cross-validation in ultrahigh dimensional regression | Fan, Jianqing; Guo, Shaojun; Hao, Ning |
| 2012 | Optimized shaped pupil masks for pupil with obscuration | Carlotti, Alexis; Kasdin, N Jeremy; Vanderbei, Robert J.; Delorme, Jacques-Robert |
| 2012 | A Quasi Monte Carlo Method for Large-Scale Inverse Problems | Polydorides, Nick; Wang, Mengdi; Bertsekas, Dimitri P. |
| 2012 | Detecting Network Cliques with Radon Basis Pursuit | Jiang, Xiaoye; Yao, Yuan; Liu, Han; Guibas, Leonidas |
| 2012 | Exponential Concentration for Mutual Information Estimation with Application to Forests | Liu, Han; Lafferty, John; Wasserman, Larry |
| 2012 | Sparse additive machine | Zhao, T; Liu, H |
| 2012 | Semiparametric principal component analysis | Han, F; Liu, H |
| 2012 | Smooth-projected neighborhood pursuit for high-dimensional nonparanormal graph estimation | Zhao, T; Roeder, K; Liu, H |
| 2012 | Sparse Nonparametric Graphical Models | Lafferty, John; Liu, Han; Wasserman, Larry |
| 2012 | Pricing and Hedging in Affine Models with Possibility of Default | Cheridito, Patrick; Wugalter, Alexander |
| 2012 | Transelliptical graphical models | Liu, H; Han, F; Zhang, CH |
