Artigos com autorizações de acesso público - Rayid GhaniSaiba mais
1 artigo não disponível publicamente
Addressing bias and fairness in machine learning: A practical guide and hands-on tutorial
R Ghani, KT Rodolfa, P Saleiro, S Jesus
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
Autorizações: US National Science Foundation
13 artigos disponíveis publicamente
Machine learning and artificial intelligence research for patient benefit: 20 critical questions on transparency, replicability, ethics, and effectiveness
S Vollmer, BA Mateen, G Bohner, FJ Király, R Ghani, P Jonsson, ...
bmj 368, 2020
Autorizações: British Heart Foundation, Cancer Research UK, Chief Scientist Office …
Empirical observation of negligible fairness–accuracy trade-offs in machine learning for public policy
KT Rodolfa, H Lamba, R Ghani
Nature Machine Intelligence 3 (10), 896-904, 2021
Autorizações: US National Science Foundation
Case study: predictive fairness to reduce misdemeanor recidivism through social service interventions
KT Rodolfa, E Salomon, L Haynes, IH Mendieta, J Larson, R Ghani
Proceedings of the 2020 Conference on Fairness, Accountability, and …, 2020
Autorizações: Arnold Ventures LLC
Early prediction of cardiac arrest (code blue) using electronic medical records
S Somanchi, S Adhikari, A Lin, E Eneva, R Ghani
Proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015
Autorizações: US National Institutes of Health
Predictive analytics for retention in care in an urban HIV clinic
A Ramachandran, A Kumar, H Koenig, A De Unanue, C Sung, J Walsh, ...
Scientific reports 10 (1), 6421, 2020
Autorizações: US National Institutes of Health
Validation of a machine learning model to predict childhood lead poisoning
E Potash, R Ghani, J Walsh, E Jorgensen, C Lohff, N Prachand, ...
JAMA network open 3 (9), e2012734-e2012734, 2020
Autorizações: Robert Wood Johnson Foundation
Dealing with bias and fairness in data science systems: A practical hands-on tutorial
P Saleiro, KT Rodolfa, R Ghani
Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020
Autorizações: US National Science Foundation
Predicting, explaining, and understanding risk of long-term unemployment
IM de Troya, R Chen, LO Moraes, P Bajaj, J Kupersmith, R Ghani, ...
NeurIPS Workshop on AI for Social Good, 2018
Autorizações: Fundação para a Ciência e a Tecnologia, Portugal
Change through data: A data analytics training program for government employees
F Kreuter, R Ghani, J Lane
Harvard Data Science Review: HDSR 1 (2), 1-26, 2019
Autorizações: US National Science Foundation, Bill & Melinda Gates Foundation, Arnold …
Toward Operationalizing Pipeline-aware ML Fairness: A Research Agenda for Developing Practical Guidelines and Tools
E Black, R Naidu, R Ghani, K Rodolfa, D Ho, H Heidari
Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms …, 2023
Autorizações: US National Science Foundation
Mapping new informal settlements using machine learning and time series satellite images: An application in the Venezuelan migration crisis
I Tingzon, N Dejito, RA Flores, R De Guzman, L Carvajal, KZ Erazo, ...
2020 IEEE/ITU International Conference on Artificial Intelligence for Good …, 2020
Autorizações: US Agency for International Development
Systematic analysis of the impact of label noise correction on ML Fairness
IO Silva, C Soares, I Sousa, R Ghani
Australasian Joint Conference on Artificial Intelligence, 173-184, 2023
Autorizações: Fundação para a Ciência e a Tecnologia, Portugal, European Commission
Bandit Data-Driven Optimization for Crowdsourcing Food Rescue Platforms
ZR Shi, ZS Wu, R Ghani, F Fang
Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 12154 …, 2022
Autorizações: US National Science Foundation
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