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Emma Pierson
Emma Pierson
Verified email at cornell.edu - Homepage
Title
Cited by
Cited by
Year
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
9502021
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
9322017
ZIFA: Dimensionality reduction for zero-inflated single-cell gene expression analysis
E Pierson, C Yau
Genome biology 16 (1), 1-10, 2015
5632015
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
4872017
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
3902021
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
3222020
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
1712020
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
1642016
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
1602015
Ethical machine learning in healthcare
IY Chen, E Pierson, S Rose, S Joshi, K Ferryman, M Ghassemi
Annual review of biomedical data science 4, 123-144, 2021
952021
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
912021
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
692018
Denoising genome-wide histone ChIP-seq with convolutional neural networks
PW Koh, E Pierson, A Kundaje
Bioinformatics 33 (14), i225-i233, 2017
592017
Higher Absolute Lymphocyte Counts Predict Lower Mortality from Early-Stage Triple-Negative Breast CancerHigh Lymphocyte Counts Predict Low Breast Cancer Mortality
A Afghahi, N Purington, SS Han, M Desai, E Pierson, MB Mathur, T Seto, ...
Clinical Cancer Research 24 (12), 2851-2858, 2018
562018
Outnumbered but well-spoken: Female commenters in the New York Times
E Pierson
Proceedings of the 18th acm conference on computer supported cooperative …, 2015
522015
Fast threshold tests for detecting discrimination
E Pierson, S Corbett-Davies, S Goel
International conference on artificial intelligence and statistics, 96-105, 2018
482018
Modeling individual cyclic variation in human behavior
E Pierson, T Althoff, J Leskovec
Proceedings of the 2018 World Wide Web Conference, 107-116, 2018
362018
Demographics and discussion influence views on algorithmic fairness
E Pierson
arXiv preprint arXiv:1712.09124, 2017
31*2017
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
212019
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
20*2021
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