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Emma Pierson
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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
16542021
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
16372017
Wilds: A benchmark of in-the-wild distribution shifts
PW Koh, S Sagawa, H Marklund, SM Xie, M Zhang, A Balsubramani, ...
International conference on machine learning, 5637-5664, 2021
15362021
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
8982020
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
7192017
ZIFA: Dimensionality reduction for zero-inflated single-cell gene expression analysis
E Pierson, C Yau
Genome biology 16, 1-10, 2015
7132015
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
6772020
Ethical machine learning in healthcare
IY Chen, E Pierson, S Rose, S Joshi, K Ferryman, M Ghassemi
Annual review of biomedical data science 4 (1), 123-144, 2021
5212021
A computer program used for bail and sentencing decisions was labeled biased against blacks. It’s actually not that clear
S Corbett-Davies, E Pierson, A Feller, S Goel
Washington Post 17, 2016
2612016
An algorithmic approach to reducing unexplained pain disparities in underserved populations
E Pierson, DM Cutler, J Leskovec, S Mullainathan, Z Obermeyer
Nature Medicine 27 (1), 136-140, 2021
2502021
Sharing and specificity of co-expression networks across 35 human tissues
E Pierson, GTEx Consortium, D Koller, A Battle, S Mostafavi
PLoS computational biology 11 (5), e1004220, 2015
1862015
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
1002018
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
862018
Denoising genome-wide histone ChIP-seq with convolutional neural networks
PW Koh, E Pierson, A Kundaje
Bioinformatics 33 (14), i225-i233, 2017
762017
Fast threshold tests for detecting discrimination
E Pierson, S Corbett-Davies, S Goel
International conference on artificial intelligence and statistics, 96-105, 2018
692018
Human mobility networks reveal increased segregation in large cities
H Nilforoshan, W Looi, E Pierson, B Villanueva, N Fishman, Y Chen, ...
Nature 624 (7992), 586-592, 2023
682023
Demographics and discussion influence views on algorithmic fairness
E Pierson
arXiv preprint arXiv:1712.09124, 2017
64*2017
Daily, weekly, seasonal and menstrual cycles in women’s mood, behaviour and vital signs
E Pierson, T Althoff, D Thomas, P Hillard, J Leskovec
Nature Human Behaviour 5 (6), 716-725, 2021
622021
Outnumbered but well-spoken: Female commenters in the New York Times
E Pierson
Proceedings of the 18th acm conference on computer supported cooperative …, 2015
592015
Supporting covid-19 policy response with large-scale mobility-based modeling
S Chang, ML Wilson, B Lewis, Z Mehrab, KK Dudakiya, E Pierson, ...
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
512021
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