Adam Kapelner
Adam Kapelner
Associate Professor of Mathematics, Queens College, CUNY
Verifisert e-postadresse på qc.cuny.edu - Startside
Sitert av
Sitert av
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
Breaking Monotony with Meaning: Motivation in Crowdsourcing Markets
D Chandler, A Kapelner
Journal of Economic Behavior & Organization 90, 123-133, 2013
bartMachine: Machine Learning with Bayesian Additive Regression Trees
A Kapelner, J Bleich
Journal of Statistical Software 70 (4), 2016
Predicting individual well-being through the language of social media
HA Schwartz, M Sap, ML Kern, JC Eichstaedt, A Kapelner, M Agrawal, ...
Biocomputing 2016: Proceedings of the pacific symposium, 516-527, 2016
Variable selection for BART: an application to gene regulation
J Bleich, A Kapelner, EI George, ST Jensen
Preventing Satisficing in Online Surveys
A Kapelner, D Chandler
Proceedings of CrowdConf 2010, 2010
Prediction with missing data via Bayesian additive regression trees
A Kapelner, J Bleich
Canadian Journal of Statistics 43 (2), 224–239, 2015
Spatial organization of dendritic cells within tumor draining lymph nodes impacts clinical outcome in breast cancer patients
AY Chang, N Bhattacharya, J Mu, AF Setiadi, V Carcamo-Cavazos, ...
Journal of translational medicine 11, 1-12, 2013
Quantitative, architectural analysis of immune cell subsets in tumor-draining lymph nodes from breast cancer patients and healthy lymph nodes
AF Setiadi, NC Ray, HE Kohrt, A Kapelner, V Carcamo-Cavazos, EB Levic, ...
PloS one 5 (8), e12420, 2010
Nearly random designs with greatly improved balance
AM Krieger, D Azriel, A Kapelner
Biometrika 106 (3), 695-701, 2019
Matching on-the-fly: Sequential allocation with higher power and efficiency
A Kapelner, A Krieger
Biometrics 70 (2), 378-388, 2014
An interactive java statistical image segmentation system: Gemident
S Holmes, A Kapelner, PP Lee
Journal of Statistical Software 30 (10), 2009
Harmonizing optimized designs with classic randomization in experiments
A Kapelner, AM Krieger, M Sklar, U Shalit, D Azriel
The American Statistician 75 (2), 195-206, 2021
Differential treatment benefit prediction for treatment selection in depression: a deep learning analysis of STAR* D and CO-MED data
J Mehltretter, R Fratila, D Benrimoh, A Kapelner, K Perlman, E Snook, ...
BioRxiv, 679779, 2019
Comparing gender discrimination and inequality in indie and traditional publishing
DB Weinberg, A Kapelner
PLOS ONE 13 (4), e0195298, 2018
Bayesian additive regression trees with parametric models of heteroskedasticity
J Bleich, A Kapelner
arXiv preprint arXiv:1402.5397, 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, 8, 2021
Starvation of cancer via induced ketogenesis and severe hypoglycemia
A Kapelner, M Vorsanger
Medical hypotheses 84 (3), 162-168, 2015
The bayesian additive regression trees formula for safe machine learning-based intraocular lens predictions
GP Clarke, A Kapelner
Frontiers in big data 3, 572134, 2020
ML and AI safety, effectiveness and explainability in healthcare
D Benrimoh, S Israel, R Fratila, C Armstrong, K Perlman, A Rosenfeld, ...
Frontiers in big Data 4, 727856, 2021
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