| Algorithmic decision making and the cost of fairness S Corbett-Davies, E Pierson, A Feller, S Goel, A Huq Proceedings of the 23rd acm sigkdd international conference on knowledge …, 2017 | 511 | 2017 |
| ZIFA: Dimensionality reduction for zero-inflated single-cell gene expression analysis E Pierson, C Yau Genome biology 16 (1), 1-10, 2015 | 427 | 2015 |
| Visualization and analysis of single-cell RNA-seq data by kernel-based similarity learning B Wang, J Zhu, E Pierson, D Ramazzotti, S Batzoglou Nature methods 14 (4), 414-416, 2017 | 324 | 2017 |
| Mobility network models of COVID-19 explain inequities and inform reopening S Chang, E Pierson, PW Koh, J Gerardin, B Redbird, D Grusky, ... Nature 589 (7840), 82-87, 2021 | 132 | 2021 |
| A large-scale analysis of racial disparities in police stops across the United States E Pierson, C Simoiu, J Overgoor, S Corbett-Davies, D Jenson, ... Nature human behaviour 4 (7), 736-745, 2020 | 126 | 2020 |
| Sharing and specificity of co-expression networks across 35 human tissues E Pierson, D Koller, A Battle, S Mostafavi, GTEx Consortium PLoS Comput Biol 11 (5), e1004220, 2015 | 115 | 2015 |
| A computer program used for bail and sentencing decisions was labeled biased against blacks. It’s actually not that clear A Feller, E Pierson, S Corbett-Davies, S Goel The Washington Post 17, 2016 | 101* | 2016 |
| Outnumbered but well-spoken: Female commenters in the New York Times E Pierson Proceedings of the 18th ACM Conference on Computer Supported Cooperative …, 2015 | 39 | 2015 |
| Denoising genome-wide histone ChIP-seq with convolutional neural networks PW Koh, E Pierson, A Kundaje Bioinformatics 33 (14), i225-i233, 2017 | 38 | 2017 |
| SIMLR: A tool for large‐scale genomic analyses by multi‐kernel learning B Wang, D Ramazzotti, L De Sano, J Zhu, E Pierson, S Batzoglou Proteomics 18 (2), 1700232, 2018 | 34 | 2018 |
| Fast threshold tests for detecting discrimination E Pierson, S Corbett-Davies, S Goel International Conference on Artificial Intelligence and Statistics, 96-105, 2018 | 29 | 2018 |
| Higher absolute lymphocyte counts predict lower mortality from early-stage triple-negative breast cancer A Afghahi, N Purington, SS Han, M Desai, E Pierson, MB Mathur, T Seto, ... Clinical Cancer Research 24 (12), 2851-2858, 2018 | 27 | 2018 |
| Modeling individual cyclic variation in human behavior E Pierson, T Althoff, J Leskovec Proceedings of the 2018 World Wide Web Conference, 107-116, 2018 | 21 | 2018 |
| Predicting pregnancy using large-scale data from a women's health tracking mobile application B Liu, S Shi, Y Wu, D Thomas, L Symul, E Pierson, J Leskovec The World Wide Web Conference, 2999-3005, 2019 | 14 | 2019 |
| Ethical machine learning in health care IY Chen, E Pierson, S Rose, S Joshi, K Ferryman, M Ghassemi arXiv e-prints, arXiv: 2009.10576, 2020 | 11* | 2020 |
| Concept bottleneck models PW Koh, T Nguyen, YS Tang, S Mussmann, E Pierson, B Kim, P Liang International Conference on Machine Learning, 5338-5348, 2020 | 10 | 2020 |
| In Science, It Matters that Women Come Last E Pierson FiveThirtyEight, 2014 | 10 | 2014 |
| Demographics and discussion influence views on algorithmic fairness E Pierson arXiv preprint arXiv:1712.09124, 2017 | 9* | 2017 |
| Inferring multidimensional rates of aging from cross-sectional data E Pierson, PW Koh, T Hashimoto, D Koller, J Leskovec, N Eriksson, ... The 22nd International Conference on Artificial Intelligence and Statistics …, 2019 | 8 | 2019 |
| What about the women E Pierson, D Chuong Coursera Tech Blog, 2014 | 8 | 2014 |
Sam Corbett-DaviesFacebookVerified email at fb.com
