Emma Pierson

Cited by

	All	Since 2016
Citations	1984	1948
h-index	14	14
i10-index	16	16

700

350

175

525

201520162017201820192020202113 75 181 320 517 697 141

Co-authors

Sam Corbett-DaviesFacebookVerified email at fb.com
Jure LeskovecProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Sharad GoelAssistant Professor, Stanford UniversityVerified email at stanford.edu
Avi FellerUC BerkeleyVerified email at berkeley.edu
Pang Wei KohStanford UniversityVerified email at cs.stanford.edu
Daniele RamazzottiSchool of Medicine and Surgery, University of Milano-Bicocca, Milano, ItalyVerified email at unimib.it
Serafim BatzoglouSeerVerified email at seer.bio
Bo WangLead AI Scientist, PMCC UHN; CIFAR AI Chair, Vector Institute; Assistant Professor, U of TorontoVerified email at vectorinstitute.ai
Junjie ZhuApple Inc.Verified email at stanford.edu
Christopher YauUniversity of ManchesterVerified email at manchester.ac.uk
Daphne KollerCEO and Founder, insitroVerified email at insitro.com
Serina Y ChangComputer Science, Stanford UniversityVerified email at stanford.edu
Jaline GerardinNorthwestern UniversityVerified email at northwestern.edu
Beth RedbirdAssistant Professor of Sociology, Northwestern UniversityVerified email at northwestern.edu
Jan OvergoorPhd Candidate, Stanford UniversityVerified email at stanford.edu
Camelia SimoiuPhD Candidate, Stanford UniversityVerified email at stanford.edu
Ravi ShroffAssistant Professor, NYUVerified email at nyu.edu
sara mostafaviUniversity of British ColumbiaVerified email at stat.ubc.ca
Alexis BattleAssociate Professor, Biomedical Engineering, Johns Hopkins UniversityVerified email at cs.jhu.edu
Anshul KundajeAssistant Professor, Dept. of Genetics, Dept. of Computer Science, Stanford UniversityVerified email at stanford.edu

Emma Pierson

Microsoft Research, Stanford University

Verified email at cs.stanford.edu - Homepage

Computer Science Statistics Healthcare Inequality


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	505	2017
ZIFA: Dimensionality reduction for zero-inflated single-cell gene expression analysis E Pierson, C Yau Genome biology 16 (1), 1-10, 2015	425	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	322	2017
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	122	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
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	112*	2021
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	99*	2016
Denoising genome-wide histone ChIP-seq with convolutional neural networks PW Koh, E Pierson, A Kundaje Bioinformatics 33 (14), i225-i233, 2017	38	2017
Outnumbered but well-spoken: Female commenters in the New York Times E Pierson Proceedings of the 18th ACM Conference on Computer Supported Cooperative …, 2015	38	2015
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	20	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
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
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	8*	2020
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
Demographics and discussion influence views on algorithmic fairness E Pierson arXiv preprint arXiv:1712.09124, 2017	8*	2017
What about the women E Pierson, D Chuong Coursera Tech Blog, 2014	8	2014

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