Emma Pierson

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Jure LeskovecProfessor of Computer Science, Stanford UniversityEmail yang diverifikasi di cs.stanford.edu
Pang Wei KohUniversity of WashingtonEmail yang diverifikasi di cs.washington.edu
Sharad GoelProfessor of Public Policy, Harvard UniversityEmail yang diverifikasi di hks.harvard.edu
Sam Corbett-DaviesFacebookEmail yang diverifikasi di fb.com
Percy LiangAssociate Professor of Computer Science, Stanford UniversityEmail yang diverifikasi di cs.stanford.edu
Beth RedbirdAssistant Professor of Sociology, Northwestern UniversityEmail yang diverifikasi di northwestern.edu
Jaline GerardinNorthwestern UniversityEmail yang diverifikasi di northwestern.edu
Anshul KundajeAssociate Professor, Dept. of Genetics, Dept. of Computer Science, Stanford UniversityEmail yang diverifikasi di stanford.edu
Serafim BatzoglouSeerEmail yang diverifikasi di seer.bio
Bo WangChief AI Scientist,UHN; CIFAR AI Chair, Vector Institute; Assistant Professor, U of TorontoEmail yang diverifikasi di vectorinstitute.ai
Jason (Junjie) ZhuApple, StanfordEmail yang diverifikasi di stanford.edu
Avi FellerUC BerkeleyEmail yang diverifikasi di berkeley.edu
Chelsea FinnStanford University, Physical IntelligenceEmail yang diverifikasi di cs.stanford.edu
Sara BeeryAssistant Professor at MIT CSAILEmail yang diverifikasi di mit.edu
Daniele RamazzottiDepartment of Medicine and Surgery, University of Milano-Bicocca, Milano, ItalyEmail yang diverifikasi di unimib.it
Irene Y. ChenAssistant Professor, UC Berkeley and UC San FranciscoEmail yang diverifikasi di berkeley.edu
Dr. Marzyeh GhassemiAssociate Professor, EECS/IMES, MITEmail yang diverifikasi di mit.edu
Aziz HuqFrank and Bernice J. Greenberg Prof. of Law, University of ChicagoEmail yang diverifikasi di uchicago.edu
Jan OvergoorPhd Candidate, Stanford UniversityEmail yang diverifikasi di stanford.edu
Camelia SimoiuWaymoEmail yang diverifikasi di waymo.com

Ikuti

Emma Pierson

University of California, Berkeley

Email yang diverifikasi di berkeley.edu - Beranda

Machine learning Statistics Data science Healthcare Inequality


Judul Urutkan menurut kutipan Urutkan menurut tahun Urutkan menurut judul	Dikutip oleh Dikutip oleh	Tahun
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	1650	2021
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	1625	2017
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	1568	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	906	2020
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	726	2017
ZIFA: Dimensionality reduction for zero-inflated single-cell gene expression analysis E Pierson, C Yau Genome biology 16, 1-10, 2015	699	2015
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	667	2020
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	514	2021
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	259	2016
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	245	2021
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	199	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	97	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	85	2018
Denoising genome-wide histone ChIP-seq with convolutional neural networks PW Koh, E Pierson, A Kundaje Bioinformatics 33 (14), i225-i233, 2017	77	2017
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	73	2023
Fast threshold tests for detecting discrimination E Pierson, S Corbett-Davies, S Goel International conference on artificial intelligence and statistics, 96-105, 2018	69	2018
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	63	2021
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	56	2015
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	51	2021

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