Publications

Human Health and the Social Cost of Carbon: A Primer and Call to Action

Noah Scovronick, Valeri N. Vasquez, Frank Errickson, Francis Dennig, Antonio Gasparrini, Shakoor Hajat, Dean Spears, Mark B. Budolfson
Epidemiology
August 15, 2019

Multivariate GWAS: Generalized Linear Models, Prior Weights, and Double Sparsity

Benjamin B. Chu, Kevin L. Keys, Janet S. Sinsheimer, Kenneth Lange
bioRxiv
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. Wickert
Earth Surface Dynamics
June 17, 2019

Deep learning for single-shot autofocus microscopy

Henry Pinkard, Zachary Phillips, Arman Babakhani, Daniel A. Fletcher, Laura Waller
Optica
June 5, 2019

SkyPortal: An Astronomical Data Platform

Stéfan J. van der Walt, Arien Crellin-Quick, and Joshua S. Bloom
Journal of Open Source Software (JOSS)
May 12, 2019

An Iterated Local Search Algorithm for Cell Nuclei Detection from Pap Smear Images

Débora N. Diniz, Marcone J. F. Souza, Claudia M. Carneiro, Daniela M. Ushizima, Fátima N. S. de Medeiros Sombra, Paulo H. C. Oliveira and Andrea G. C. Bianchi
Proceedings of the 21st International Conference on Enterprise Information Systems
May 3, 2019

Proximal Distance Algorithms: Theory and Examples

Kevin L. Keys, Hua Zhou, Kenneth Lange
Journal of Machine Learning Research
April 1, 2019

Single-shot autofocus microscopy using deep learning

Henry Pinkard, Zachary Phillips, Arman Babakhani, Daniel A. Fletcher, Laura Waller
bioRxiv.org
March 23, 2019

Resistance to Adoption of Best Practices

Dan Sholler, Sara Stoudt, Chris Kennedy, Fernando Hoces de la Guardia, François Lanusse, Karthik Ram, Kellie Ottoboni, Marla Stuart, Maryam Vareth, Nelle Varoquaux, Rebecca Barter, R. Stuart Geiger, Scott Peterson, Stéfan van der Walt
SocArXiv
March 12, 2019

Best Practices for Managing Turnover in Data Science Groups, Teams, and Labs

Dan Sholler, Diya Das, Fernando Hoces de la Guardia, Chris Hoffman, François Lanusse, Nelle Varoquaux, Rolando Garcia, R. Stuart Geiger, Shana McDevitt, Scott Peterson, Sara Stoudt
SocArXiv
March 5, 2019

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