دنبال کردن
Emma Pierson
عنوان
نقل شده توسط
نقل شده توسط
سال
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
16502021
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
16252017
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
15682021
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
9062020
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
7262017
ZIFA: Dimensionality reduction for zero-inflated single-cell gene expression analysis‏
E Pierson, C Yau‏
Genome biology 16, 1-10, 2015‏
6992015
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
6672020
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
5142021
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
2592016
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
2452021
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
1992015
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
972018
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
852018
Denoising genome-wide histone ChIP-seq with convolutional neural networks‏
PW Koh, E Pierson, A Kundaje‏
Bioinformatics 33 (14), i225-i233, 2017‏
772017
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
732023
Fast threshold tests for detecting discrimination‏
E Pierson, S Corbett-Davies, S Goel‏
International conference on artificial intelligence and statistics, 96-105, 2018‏
692018
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
632021
Demographics and discussion influence views on algorithmic fairness‏
E Pierson‏
arXiv preprint arXiv:1712.09124, 2017‏
63*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
562015
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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مقاله‌ها 1–20