Publications

The Types, Roles, and Practices of Documentation in Data Analytics Open Source Software Libraries; A Collaborative Ethnography of Documentation Work

R. Stuart Geiger, Nelle Varoquaux, Charlotte Mazel-Cabasse, and Chris Holdgraf
Computer Supported Cooperative Work (CSCW)
May 29, 2018

Machine Detection of Enhanced Electromechanical Energy Conversion

Joshua C Agar, Ye Cao, Brett Naul, Shishir Pandya, Stéfan van der Walt, Aileen I Luo, Joshua T Maher, Nina Balke, Stephen Jesse, Sergei V Kalinin, Rama K Vasudevan, Lane W Martin
Advanced Materials
May 28, 2018

The Future of Coding

Laura K. Nelson, Derek Burk, Marcel Knudsen, Leslie McCall
Sociological Methods & Research
May 27, 2018

Determining the Performance of Future High-energy Space Missions with MEGAlib

Andreas Zoglauer
2018 HEAD Meeting: High Energy Astrophysics in the 2020’s and Beyond
March 20, 2018

clusterExperiment and RSEC: A Bioconductor package and framework for clustering of single-cell and other large gene expression datasets

Davide Risso, Liam Purvis, Russell Fletcher, Diya Das, John Ngai, Sandrine Dudoit, Elizabeth Purdom
bioRxiv.org (preprint)
March 12, 2018

Reverse image search for scientific data within and beyond the visible spectrum

Flavio H.D. Araujo, Romuere R.V. Silva, Fatima N.S. Medeiros, Dilworth D.Parkinson, Alexander Hexemer, Claudia M.Carneiro, Daniela M.Ushizima
Expert Systems with Applications
March 12, 2018

Next Steps for the Colorado Risk-Limiting Audit (CORLA) Program

Mark Lindeman, Neal McBurnett, Kellie Ottoboni, Philip B. Stark
arXiv.org (preprint)
March 2, 2018

How to Encourage Data-Driven Discovery

Ed Lazowska, Rich Bonneau, Juliana Freire, Mik Laver, Henry Brady, Cathryn Carson, David Culler, Jonathan Dugan, Marsha Fenner, Saul Perlmutter, Magda Balazinska, Micaela Parker and Sarah Stone
Chronicle of Higher Education
March 4, 2018

Creating Institutional Change in Data Science: The Moore-Sloan Data Science Environments at New York University, UC Berkeley, and the University of Washington

Ed Lazowska, Rich Bonneau, Juliana Freire, Mik Laver, Henry Brady, Cathryn Carson, David Culler, Jonathan Dugan, Marsha Fenner, Saul Perlmutter, Magda Balazinska, Micaela Parker and Sarah Stone
March 4, 2018

Hessian-based Analysis of Large Batch Training and Robustness to Adversaries

Zhewei Yao, Amir Gholami, Qi Lei, Kurt Keutzer, Michael W. Mahoney
arxiv.org
February 22, 2018

Pages