Personal information

Sequential Experiments, Crowdsourcing, Bayesian Machine Learning, Vocabulary
United States

Activities

Employment (1)

Queens College, CUNY: New York, US

2014-08-28 to present | Associate Professor (Mathematics)
Employment
Source: Self-asserted source
Adam Kapelner

Education and qualifications (2)

Wharton School of the University of Pennsylvania: Philadelphia, PA, US

2009-09-01 to 2014-05-01 | PhD (Statistics)
Education
Source: Self-asserted source
Adam Kapelner

Stanford University: Stanford, US

2003-09-01 to 2006-06-01 | BS (Mathematical and Computational Science)
Education
Source: Self-asserted source
Adam Kapelner

Professional activities (1)

Technion – Israel Institute of Technology: Haifa, IL

2018-07-15 to present | Visiting Scholar (Industrial Engineering and Management)
Invited position
Source: Self-asserted source
Adam Kapelner

Works (33)

Design choices in randomization tests that affect power

Communications in Statistics - Theory and Methods
2024-05-02 | Journal article
Part of ISSN: 0361-0926
Part of ISSN: 1532-415X
Contributors: Abba M. Krieger; David Azriel; Michael Sklar; Adam Kapelner
Source: Self-asserted source
Adam Kapelner

Towards Outcome-Driven Patient Subgroups: A Machine Learning Analysis Across Six Depression Treatment Studies

The American Journal of Geriatric Psychiatry
2024-03 | Journal article
Part of ISSN: 1064-7481
Contributors: David Benrimoh; Akiva Kleinerman; Toshi A. Furukawa; Charles F. Reynolds III; Eric J. Lenze; Jordan Karp; Benoit Mulsant; Caitrin Armstrong; Joseph Mehltretter; Robert Fratila et al.
Source: Self-asserted source
Adam Kapelner

The role of pairwise matching in experimental design for an incidence outcome

Australian & New Zealand Journal of Statistics
2023-12 | Journal article
Contributors: Adam Kapelner; Abba M. Krieger; David Azriel
Source: check_circle
Crossref

A matching procedure for sequential experiments that iteratively learns which covariates improve power

Biometrics
2023-03 | Journal article
Contributors: Adam Kapelner; Abba Krieger
Source: check_circle
Crossref

Better experimental design by hybridizing binary matching with imbalance optimization

Canadian Journal of Statistics
2023-03 | Journal article
Contributors: Abba M. Krieger; David A. Azriel; Adam Kapelner
Source: check_circle
Crossref

Systems and Methods for Treatment Selection

2023-03-14 | Patent
Contributors: Adam Kapelner
Source: Self-asserted source
Adam Kapelner

Optimal rerandomization designs via a criterion that provides insurance against failed experiments

Journal of Statistical Planning and Inference
2022-07 | Journal article
Part of ISSN: 0378-3758
Contributors: Adam Kapelner; Abba M. Krieger; Michael Sklar; David Azriel
Source: Self-asserted source
Adam Kapelner

Do book consumers discriminate against Black, female, or young authors?

PLOS ONE
2022-06-13 | Journal article
Contributors: Dana B. Weinberg; Semih Tumen; Adam Kapelner
Source: check_circle
Crossref

Treatment selection using prototyping in latent-space with application to depression treatment

PLOS ONE
2021-11-12 | Journal article | Author
Part of ISSN: 1932-6203
Contributors: Akiva Kleinerman; Ariel Rosenfeld; David Benrimoh; Robert Fratila; Caitrin Armstrong; Joseph Mehltretter; Eliyahu Shneider; Amit Yaniv-Rosenfeld; Jordan Karp; Charles F. Reynolds et al.
Source: Self-asserted source
Adam Kapelner

Editorial: ML and AI Safety, Effectiveness and Explainability in Healthcare

Frontiers in Big Data
2021-07-12 | Journal article
Part of ISSN: 2624-909X
Contributors: David Benrimoh; Sonia Israel; Robert Fratila; Caitrin Armstrong; Kelly Perlman; Ariel Rosenfeld; Adam Kapelner
Source: Self-asserted source
Adam Kapelner

Evaluating the Effectiveness of Personalized Medicine With Software

Frontiers in Big Data
2021-05-18 | Journal article
Part of ISSN: 2624-909X
Contributors: Adam Kapelner; Justin Bleich; Alina Levine; Zachary D. Cohen; Robert J. DeRubeis; Richard Berk
Source: Self-asserted source
Adam Kapelner

Harmonizing Optimized Designs With Classic Randomization in Experiments

The American Statistician
2021-04-03 | Journal article
Part of ISSN: 0003-1305
Part of ISSN: 1537-2731
Contributors: Adam Kapelner; Abba M. Krieger; Michael Sklar; Uri Shalit; David Azriel
Source: Self-asserted source
Adam Kapelner

The Bayesian Additive Regression Trees Formula for Safe Machine Learning-Based Intraocular Lens Predictions

Frontiers in Big Data
2020-12-18 | Journal article
Part of ISSN: 2624-909X
Contributors: Gerald P. Clarke; Adam Kapelner
Source: Self-asserted source
Adam Kapelner

Solution Density Models as Functions of Sodium Chloride, Hydroxypropyl-β-cyclodextrin, and Temperature (278.15–333.15 K) via Progressive Linear and Stepwise Regression

Journal of Chemical & Engineering Data
2020-10-08 | Journal article
Part of ISSN: 0021-9568
Part of ISSN: 1520-5134
Contributors: William J. Blanford; David S. Jofat; Adam D. Kapelner
Source: Self-asserted source
Adam Kapelner

Differential Treatment Benet Prediction for Treatment Selection in Depression: A Deep Learning Analysis of STAR*D and CO-MED Data

Computational Psychiatry
2020-01-01 | Journal article
Part of ISSN: 2379-6227
Contributors: Joseph Mehltretter; Robert Fratila; David A. Benrimoh; Adam Kapelner; Kelly Perlman; Emily Snook; Sonia Israel; Caitrin Armstrong; Marc Miresco; Gustavo Turecki
Source: Self-asserted source
Adam Kapelner

Accelerating Adolescent Vocabulary Growth: Development of an Individualized, Web-Based, Vocabulary Instruction Program

Language, Speech, and Hearing Services in Schools
2019-10-10 | Journal article
Part of ISSN: 0161-1461
Part of ISSN: 1558-9129
Contributors: Suzanne M. Adlof; Lauren S. Baron; Joanna Scoggins; Adam Kapelner; Margaret G. McKeown; Charles A. Perfetti; Elaine Miller; Jeanine Soterwood; Yaacov Petscher
Source: Self-asserted source
Adam Kapelner

Nearly random designs with greatly improved balance

Biometrika
2019-09-01 | Journal article
Part of ISSN: 0006-3444
Part of ISSN: 1464-3510
Contributors: A M Krieger; D Azriel; A Kapelner
Source: Self-asserted source
Adam Kapelner

Do Readers Judge Books by Author Gender? Results from a Randomized Experiment

Socius: Sociological Research for a Dynamic World
2019-01 | Journal article
Contributors: Adam Kapelner; Dana Weinberg
Source: check_circle
Crossref

Comparing gender discrimination and inequality in indie and traditional publishing

PLOS ONE
2018-04-09 | Journal article
Part of ISSN: 1932-6203
Contributors: Dana Weinberg; Adam Kapelner
Source: Self-asserted source
Adam Kapelner

Predicting Contextual Informativeness for Vocabulary Learning

IEEE Transactions on Learning Technologies
2018-01-01 | Journal article | Author
Part of ISSN: 1939-1382
Part of ISSN: 2372-0050
Contributors: Adam Kapelner; Jeanine Soterwood; Shalev Nessaiver; Suzanne M. Adlof
Source: Self-asserted source
Adam Kapelner
grade
Preferred source (of 2)‎

An examination of biochemical parameters and their association with response to ketogenic dietary therapies

Epilepsia
2017-05 | Journal article
Part of ISSN: 0013-9580
Part of ISSN: 1528-1167
Contributors: Natasha E. Schoeler; Gail Bell; Alan Yuen; Adam D. Kapelner; Simon J. R. Heales; J. Helen Cross; Sanjay Sisodiya
Source: Self-asserted source
Adam Kapelner

bartMachine: Machine Learning with Bayesian Additive Regression Trees

Journal of Statistical Software
2016 | Journal article
Part of ISSN: 1548-7660
Contributors: Adam Kapelner; Justin Bleich
Source: Self-asserted source
Adam Kapelner
grade
Preferred source (of 2)‎

Optimal experimental designs for estimating Henry's law constants via the method of phase ratio variation

Journal of Chromatography A
2016-10 | Journal article
Part of ISSN: 0021-9673
Contributors: Adam Kapelner; Abba Krieger; William J. Blanford
Source: Self-asserted source
Adam Kapelner

PREDICTING INDIVIDUAL WELL-BEING THROUGH THE LANGUAGE OF SOCIAL MEDIA

Biocomputing 2016
2016-01 | Conference paper
Contributors: H. ANDREW SCHWARTZ; MAARTEN SAP; MARGARET L. KERN; JOHANNES C. EICHSTAEDT; ADAM KAPELNER; MEGHA AGRAWAL; EDUARDO BLANCO; LUKASZ DZIURZYNSKI; GREGORY PARK; DAVID STILLWELL et al.
Source: Self-asserted source
Adam Kapelner

Starvation of cancer via induced ketogenesis and severe hypoglycemia

Medical Hypotheses
2015-03 | Journal article
Part of ISSN: 0306-9877
Contributors: Adam Kapelner; Matthew Vorsanger
Source: Self-asserted source
Adam Kapelner

Peeking Inside the Black Box: Visualizing Statistical Learning With Plots of Individual Conditional Expectation

Journal of Computational and Graphical Statistics
2015-01-02 | Journal article
Part of ISSN: 1061-8600
Part of ISSN: 1537-2715
Contributors: Alex Goldstein; Adam Kapelner; Justin Bleich; Emil Pitkin
Source: Self-asserted source
Adam Kapelner

Variable selection for BART: An application to gene regulation

The Annals of Applied Statistics
2014-09-01 | Journal article
Part of ISSN: 1932-6157
Contributors: Justin Bleich; Adam Kapelner; Edward I. George; Shane T. Jensen
Source: Self-asserted source
Adam Kapelner

Matching on‐the‐fly: Sequential allocation with higher power and efficiency

Biometrics
2014-06 | Journal article
Part of ISSN: 0006-341X
Part of ISSN: 1541-0420
Contributors: Adam Kapelner; Abba Krieger
Source: Self-asserted source
Adam Kapelner

Spatial organization of dendritic cells within tumor draining lymph nodes impacts clinical outcome in breast cancer patients

Journal of Translational Medicine
2013-12 | Journal article
Part of ISSN: 1479-5876
Contributors: Andrew Y Chang; Nupur Bhattacharya; Jian Mu; A Francesca Setiadi; Valeria Carcamo-Cavazos; Gerald H Lee; Diana L Simons; Sina Yadegarynia; Kaveh Hemati; Adam Kapelner et al.
Source: Self-asserted source
Adam Kapelner

Breaking monotony with meaning: Motivation in crowdsourcing markets

Journal of Economic Behavior & Organization
2013-06 | Journal article
Part of ISSN: 0167-2681
Contributors: Dana Chandler; Adam Kapelner
Source: Self-asserted source
Adam Kapelner

Quantitative, Architectural Analysis of Immune Cell Subsets in Tumor-Draining Lymph Nodes from Breast Cancer Patients and Healthy Lymph Nodes

PLoS ONE
2010-08-25 | Journal article
Part of ISSN: 1932-6203
Contributors: A. Francesca Setiadi; Nelson C. Ray; Holbrook E. Kohrt; Adam Kapelner; Valeria Carcamo-Cavazos; Edina B. Levic; Sina Yadegarynia; Chris M. van der Loos; Erich J. Schwartz; Susan Holmes et al.
Source: Self-asserted source
Adam Kapelner

An Interactive<i>Java</i>Statistical Image Segmentation System:<b>GemIdent</b>

Journal of Statistical Software
2009 | Journal article
Part of ISSN: 1548-7660
Contributors: Susan Holmes; Adam Kapelner; Peter P. Lee
Source: Self-asserted source
Adam Kapelner

An Interactive Statistical Image Segmentation and Visualization System

International Conference on Medical Information Visualisation - BioMedical Visualisation (MediVis 2007)
2007-07 | Conference paper
Contributors: Adam Kapelner; Peter P. Lee; Susan Holmes
Source: Self-asserted source
Adam Kapelner