| Peeking Inside the Black Box: Visualizing Statistical Learning with Plots of Individual Conditional Expectation A Goldstein, A Kapelner, J Bleich, E Pitkin Journal of Computational and Graphical Statistics 24 (1), 44-65, 2015 | 1597 | 2015 |
| bartMachine: Machine Learning with Bayesian Additive Regression Trees A Kapelner, J Bleich Journal of Statistical Software 70 (1), 2016 | 431 | 2016 |
| Explaining the success of adaboost and random forests as interpolating classifiers AJ Wyner, M Olson, J Bleich, D Mease Journal of Machine Learning Research 18 (48), 1-33, 2017 | 404 | 2017 |
| Statistical Procedures for Forecasting Criminal Behavior: A Comparative Assessment R Berk, J Bleich Criminology and Public Policy 12 (3), 513-544, 2013 | 278 | 2013 |
| Variable selection for BART: an application to gene regulation J Bleich, A Kapelner, EI George, ST Jensen | 203 | 2014 |
| Prediction with Missing Data via Bayesian Additive Regression Trees A Kapelner, J Bleich Canadian Journal of Statistics 43 (2), 224-239, 2015 | 99 | 2015 |
| Forecasts of Violence to Inform Sentencing Decisions R Berk, J Bleich Journal of Quantitative Criminology 30 (1), 79-96, 2014 | 65 | 2014 |
| Evaluating the Effectiveness of Personalized Medicine With Software A Kapelner, J Bleich, A Levine, ZD Cohen, RJ DeRubeis, R Berk Frontiers in Big Data 4 (572532), 2021 | 23* | 2021 |
| Bayesian Additive Regression Trees With Parametric Models of Heteroskedasticity J Bleich, A Kapelner arXiv preprint arXiv:1402.5397, 2014 | 22 | 2014 |
| Using regression kernels to forecast a failure to appear in court R Berk, J Bleich, A Kapelner, J Henderson, G Barnes, E Kurtz arXiv preprint arXiv:1409.1798, 2014 | 9 | 2014 |
| Package ‘bartMachine’ A Kapelner, J Bleich, MA Kapelner, SR Java | 4 | 2023 |
| Package ‘ICEbox’ A Goldstein, A Kapelner, J Bleich, MA Kapelner | 3 | 2017 |
| Extensions and applications of ensemble-of-trees methods in machine learning J Bleich University of Pennsylvania, 2015 | 3 | 2015 |
| Using random forests with asymmetric costs to predict hospital readmissions J Bleich, B Cole, A Kapelner, CA Baillie, R Gupta, A Hanish, E Calgua, ... medRxiv, 2021.03. 15.21253416, 2021 | 2 | 2021 |
| In Response to,“Development, Implementation and Impact of an Automated Early Warning and Response System for Sepsis” CA Umscheid, C Chivers, J Bleich, M Draugelis Journal of hospital medicine 10 (5), 341, 2015 | 1 | 2015 |
Adam KapelnerAssociate Professor of Mathematics, Queens College, CUNYVerified email at qc.cuny.edu