Garbage In, Garbage Out? Do Machine Learning Application Papers in Social Computing Report Where Human-Labeled Training Data Comes From?
R. Stuart Geiger, Kevin Yu, Yanlai Yang, Mindy Dai, Jie Qiu, Rebekah Tang, Jenny HuangarXiv.org
December 17, 2019
Early immune stimulation and childhood acute lymphoblastic leukemia in Costa Rica: A comparison of statistical approaches
Sophia Colombari Figueroa, Chris J. Kennedy, Catharina Wesseling, Joseph M. Wiemels, Libby Morimoto, Ana M. MoraEnvironmental Research
December 10, 2019
Definitions, methods, and applications in interpretable machine learning
W. James Murdoch, Chandan Singh, Karl Kumbier, Reza Abbasi-Asl, and Bin YuPNAS (Proceedings of the National Academy of Sciences of the United States of America)
October 16, 2019
Spatial transcriptional signatures define margin morphogenesis along the proximal-distal and medio-lateral axes in complex leaf species Solanum lycopersicum (tomato)
Ciera C. Martinez, Siyu Li, Margaret R. Woodhouse, Keiko Sugimoto, Neelima R. SinhabioRxiv
September 18, 2019
ORES: Lowering Barriers with Participatory Machine Learning in Wikipedia
Aaron Halfaker, R. Stuart GeigerarXiv.org
September 11, 2019
The Rise and Fall of the Note: Changing Paper Lengths in ACM CSCW, 2000-2018
R. Stuart GeigerarXiv.org
August 28, 2019
The representation of semantic information across human cerebral cortex during listening versus reading is invariant to stimulus modality
Fatma Deniz, Anwar O. Nunez-Elizalde, Alexander G. Huth and Jack L. GallantJournal of Neuroscience
August 19, 2019
Human Health and the Social Cost of Carbon: A Primer and Call to Action
Noah Scovronick, Váleri N. Vásquez, Frank Errickson, Francis Dennig, Antonio Gasparrini, Shakoor Hajat, Dean Spears, Mark B. BudolfsonEpidemiology
August 15, 2019
Multivariate GWAS: Generalized Linear Models, Prior Weights, and Double Sparsity
Benjamin B. Chu, Kevin L. Keys, Janet S. Sinsheimer, Kenneth LangebioRxiv
July 11, 2019
Computing water flow through complex landscapes, Part 2: Finding hierarchies in depressions and morphological segmentations
Richard Barnes, Kerry L. Callaghan, and Andrew D. WickertEarth Surface Dynamics
June 17, 2019