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The field of bibliometrics, studying citations and behavior, is critical to the discussion of reproducibility.
A Step Toward Quantifying Independently Reproducible Machine Learning Research
Edward Raff · 1909
Earlier work this paper cites.
Composable Effects for Flexible and Accelerated Probabilistic Programming in NumPyro
Du Phan, Neeraj Pradhan, and Martin Jankowiak · 1912
Earlier work this paper cites.
The frequency distribution of scientific productivity
Alfred J Lotka · 1926
Earlier work this paper cites.
On the Statistics of Individual Variations of Productivity in Research Laboratories
William Shockley · 1957
Earlier work this paper cites.
Networks of Scientific Papers
Derek J. de Solla Price · 1965
Earlier work this paper cites.
A general theory of bibliometric and other cumulative advantage processes
Derek De Solla Price · 1976
Earlier work this paper cites.
Lotka’s Law Revisited
William Gray Potter · 1981
Earlier work this paper cites.
Regression-based tests for overdispersion in the Poisson model
A.Colin Cameron and Pravin K Trivedi · 1990
Earlier work this paper cites.
Electronic documents give reproducible research a new meaning
Jon F. Claerbout and Martin Karrenbach · 1992
Earlier work this paper cites.
How popular is your paper? An empirical study of the citation distribution
S Redner · 1998
Earlier work this paper cites.
Unsupervised Prediction of Citation Influences
Laura Dietz, Steffen Bickel, and Tobias Scheffer · 2007
Earlier work this paper cites.
Voodoo Correlations in Social Neuroscience
Edward Vul, Christine Harris, Piotr Winkielman, and Harold Pashler · 2008
Earlier work this paper cites.
Reproducible Research in Computational Harmonic Analysis
David L. Donoho, Arian Maleki, Inam Ur Rahman, Morteza Shahram, and Victoria Stodden · 2009
Earlier work this paper cites.
Modeling a century of citation distributions
Matthew L. Wallace, Vincent Larivière, and Yves Gingras · 2009
Earlier work this paper cites.
statsmodels: Econometric and statistical modeling with python
Skipper Seabold and Josef Perktold · 2010
Earlier work this paper cites.
Citation Count Prediction: Learning to Estimate Future Citations for Literature
Rui Yan, Jie Tang, Xiaobing Liu, Dongdong Shan, and Xiaoming Li · 2011
Cited alongside, same era.
Research Reproducibility as a Survival Analysis
Edward Raff · 2012
Cited alongside, same era.
The No-U-Turn Sampler: Adaptively Setting Path Lengths in Hamiltonian Monte Carlo
Matthew D Hoffman and Andrew Gelman · 2014
Cited alongside, same era.
Regression for citation data: An evaluation of different methods
Mike Thelwall and Paul Wilson · 2014
Cited alongside, same era.
Growth rates of modern science: A bibliometric analysis based on the number of publications and cited references
Lutz Bornmann and Rüdiger Mutz · 2015
Cited alongside, same era.
The Hitchhiker’s Guide to Testing Statistical Significance in Natural Language Processing
Rotem Dror, Gili Baumer, Segev Shlomov, and Roi Reichart · 2018
Later among the works it cites.
Reproducible Research Environments with repo2docker
Jessica Forde, Tim Head, Chris Holdgraf, Yuvi Panda, Fernando Perez, Gladys Nalvarte, Benjamin Ragan-kelley, and Erik Sundell · 2018
Later among the works it cites.
Enabling End-To-End Machine Learning Replicability : A Case Study in Educational Data Mining
Josh Gardner, Christopher Brooks, and Ryan S Baker · 2018
Later among the works it cites.
Artificial intelligence faces reproducibility crisis
Matthew Hutson · 2018
Later among the works it cites.
The Costs of Reproducibility
Russell A. Poldrack · 2018
Later among the works it cites.
Unreproducible Research is Reproducible
Xavier Bouthillier, César Laurent, and Pascal Vincent · 2019
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Open Science Collaboration · 2015
Cited alongside, same era.
Hidden Technical Debt in Machine Learning Systems
D Sculley, Gary Holt, Daniel Golovin, Eugene Davydov, Todd Phillips, Dietmar Ebner, Vinay Chaudhary, Michael Young, Jean-Francois Crespo, and Dan Dennison · 2015
Cited alongside, same era.
Predicting the long-term citation impact of recent publications
Clara Stegehuis, Nelly Litvak, and Ludo Waltman · 2015
Cited alongside, same era.
1,500 scientists lift the lid on reproducibility
Monya Baker · 2016
Cited alongside, same era.
REPRODUCIBLE RESEARCH WORKFLOW IN R FOR THE ANALYSIS OF PERSONALIZED HUMAN MICROBIOME DATA
Benjamin Callahan, Diana Proctor, David Relman, Julia Fukuyama, and Susan Holmes · 2016
Cited alongside, same era.
Evaluating replicability of laboratory experiments in economics
Colin F. Camerer, Anna Dreber, Eskil Forsell, Teck-Hua Ho, Jürgen Huber, Magnus Johannesson, Michael Kirchler, Johan Almenberg, Adam Altmejd, Taizan Chan, Emma Heikensten, Felix Holzmeister, Taisuke Imai, Siri Isaksson, Gideon Nave, Thomas Pfeiffer, Michael Razen, and Hang Wu · 2016
Cited alongside, same era.
Jupyter Notebooks - a publishing format for reproducible computational workflows
Thomas Kluyver, Benjamin Ragan-Kelley, Fernando Pérez, Brian Granger, Matthias Bussonnier, Jonathan Frederic, Kyle Kelley, Jessica Hamrick, Jason Grout, Sylvain Corlay, Paul Ivanov, Damián Avila, Safia Abdalla, Carol Willing, and Jupyter development team · 2016
Cited alongside, same era.
Later among the works it cites.
Deep Dominance - How to Properly Compare Deep Neural Models
Rotem Dror, Segev Shlomov, and Roi Reichart · 2019
Later among the works it cites.
Shorter distances between papers over time are due to more cross-field references and increased citation rate to higher-impact papers
Attila Varga · 2019
Later among the works it cites.
Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison
Zhu Sun, Di Yu, Hui Fang, Jie Yang, Xinghua Qu, Jie Zhang, and Cong Geng · 2020
Later among the works it cites.
Accounting for Variance in Machine Learning Benchmarks
Xavier Bouthillier, Pierre Delaunay, Mirko Bronzi, Assya Trofimov, Brennan Nichyporuk, Justin Szeto, Naz Sepah, Edward Raff, Kanika Madan, Vikram Voleti, Samira Ebrahimi Kahou, Vincent Michalski, Dmitriy Serdyuk, Tal Arbel, Chris Pal, Gaël Varoquaux, and Pascal Vincent · 2021
Later among the works it cites.
Nonreplicable publications are cited more than replicable ones
Marta Serra-Garcia and Uri Gneezy · 2021
Later among the works it cites.
Inferring the causal effect of journals on citations
V A Traag · 2021
Later among the works it cites.
A meta-analysis of semantic classification of citations
Suchetha N Kunnath, Drahomira Herrmannova, David Pride, and Petr Knoth · 2022
Closest in time.
Reproducibility in Cancer Biology: Challenges for assessing replicability in preclinical cancer biology
Timothy M Errington, Alexandria Denis, Nicole Perfito, Elizabeth Iorns, and Brian A Nosek · 2050
Closest in time.