Rayid Ghani
Orcid: 0000-0003-0235-1843Affiliations:
- University of Chicago, IL, USA (former)
- CMU, Pittsburgh, USA
According to our database1,
Rayid Ghani
authored at least 78 papers
between 2000 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Preventing Eviction-Caused Homelessness through ML-Informed Distribution of Rental Assistance.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Addressing Bias and Fairness in Machine Learning: A Practical Guide and Hands-on Tutorial.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Toward Operationalizing Pipeline-aware ML Fairness: A Research Agenda for Developing Practical Guidelines and Tools.
Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms, 2023
Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023
2022
A Conceptual Framework for Using Machine Learning to Support Child Welfare Decisions.
CoRR, 2022
Faking feature importance: A cautionary tale on the use of differentially-private synthetic data.
CoRR, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
An Empirical Comparison of Bias Reduction Methods on Real-World Problems in High-Stakes Policy Settings.
SIGKDD Explor., 2021
Empirical observation of negligible fairness-accuracy trade-offs in machine learning for public policy.
Nat. Mach. Intell., 2021
2020
Machine learning for public policy: Do we need to sacrifice accuracy to make models fair?
CoRR, 2020
Explainable Machine Learning for Public Policy: Use Cases, Gaps, and Research Directions.
CoRR, 2020
Mapping New Informal Settlements using Machine Learning and Time Series Satellite Images: An Application in the Venezuelan Migration Crisis.
CoRR, 2020
Dealing with Bias and Fairness in Data Science Systems: A Practical Hands-on Tutorial.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Case study: predictive fairness to reduce misdemeanor recidivism through social service interventions.
Proceedings of the FAT* '20: Conference on Fairness, 2020
2019
Big Data, 2019
Using Ensemble Machine Learning Methods for Predicting Risk of Readmission for Heart Failure.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Combining Structured and Unstructured Data for Predicting Risk of Readmission for Heart Failure Patients.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Proceedings of the Conference on Computing & Sustainable Societies, 2019
2018
Machine learning and AI research for Patient Benefit: 20 Critical Questions on Transparency, Replicability, Ethics and Effectiveness.
CoRR, 2018
Data Science for Social Good and Public Policy: Examples, Opportunities, and Challenges.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies, 2018
Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies, 2018
2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Detecting fraud, corruption, and collusion in international development contracts: The design of a proof-of-concept automated system.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
2015
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
A Machine Learning Framework to Identify Students at Risk of Adverse Academic Outcomes.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
2012
2011
Proceedings of the SIGSOFT/FSE'11 19th ACM SIGSOFT Symposium on the Foundations of Software Engineering (FSE-19) and ESEC'11: 13th European Software Engineering Conference (ESEC-13), 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Proceedings of the Twenty-Third Conference on Innovative Applications of Artificial Intelligence, 2011
Machine Learning and Lightweight Semantics to Improve Enterprise Search and Knowledge Management.
Proceedings of the Context and Semantics for Knowledge Management, 2011
2010
Proceedings of the Data Mining for Business Applications, 2010
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010
Proceedings of the ICDMW 2010, 2010
Process-centric Enterprise Workspace based on Semantic Wiki.
Proceedings of the KMIS 2010, 2010
2009
Proceedings of the SIAM International Conference on Data Mining, 2009
Graph Structure Learning for Task Ordering.
Proceedings of the ICEIS 2009, 2009
2008
Proceedings of the Privacy, 2008
2007
Proceedings of the IJCAI 2007, 2007
Towards 'Interactive' Active Learning in Multi-view Feature Sets for Information Extraction.
Proceedings of the Machine Learning: ECML 2007, 2007
2006
Proceedings of the From Web to Social Web: Discovering and Deploying User and Content Profiles, 2006
2005
Knowl. Inf. Syst., 2005
Proceedings of the 6th international workshop on Multimedia data mining, 2005
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005
Proceedings of the 10th International Conference on Intelligent User Interfaces, 2005
Proceedings of the AI Technologies for Homeland Security, 2005
2004
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004
2003
Proceedings of the Web Mining: From Web to Semantic Web, 2003
2002
Combining Labeled and Unlabeled Data for MultiClass Text Categorization.
Proceedings of the Machine Learning, 2002
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002
2001
Online Learning for Web Query Generation: Finding Documents Matching a Minority Concept on the Web.
Proceedings of the Web Intelligence: Research and Development, 2001
Proceedings of the SIGIR 2001: Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2001
Hypertext Categorization using Hyperlink Patterns and Meta Data.
Proceedings of the Eighteenth International Conference on Machine Learning (ICML 2001), Williams College, Williamstown, MA, USA, June 28, 2001
Combining Labeled and Unlabeled Data for Text Classification with a Large Number of Categories.
Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001
Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001
2000
Using Error-Correcting Codes for Text Classification.
Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000
Proceedings of the 2000 ACM CIKM International Conference on Information and Knowledge Management, 2000
Proceedings of the 2000 ACM CIKM International Conference on Information and Knowledge Management, 2000