Emma Pierson
Emma Pierson
Verified email at cornell.edu - Homepage
Cited by
Cited by
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
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
ZIFA: Dimensionality reduction for zero-inflated single-cell gene expression analysis
E Pierson, C Yau
Genome biology 16 (1), 1-10, 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
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
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
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
Wilds: A benchmark of in-the-wild distribution shifts
PW Koh, S Sagawa, SM Xie, M Zhang, A Balsubramani, W Hu, ...
International Conference on Machine Learning, 5637-5664, 2021
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
Outnumbered but well-spoken: Female commenters in the New York Times
E Pierson
Proceedings of the 18th acm conference on computer supported cooperative …, 2015
Denoising genome-wide histone ChIP-seq with convolutional neural networks
PW Koh, E Pierson, A Kundaje
Bioinformatics 33 (14), i225-i233, 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
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
Fast threshold tests for detecting discrimination
E Pierson, S Corbett-Davies, S Goel
International Conference on Artificial Intelligence and Statistics, 96-105, 2018
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
Modeling individual cyclic variation in human behavior
E Pierson, T Althoff, J Leskovec
Proceedings of the 2018 world wide web conference, 107-116, 2018
Ethical Machine Learning in Healthcare
IY Chen, E Pierson, S Rose, S Joshi, K Ferryman, M Ghassemi
Annual Review of Biomedical Data Science 4, 2020
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
Demographics and discussion influence views on algorithmic fairness
E Pierson
arXiv preprint arXiv:1712.09124, 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
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