Rayid Ghani - RankMe

97 papers A* 30A 5B 1C 4Journal 36Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Toward Third-Party Assurance of AI Systems: Design Requirements, Prototype, and Early Testing. CoRR Rachel M. Kim, Blaine Kuehnert, Alice Lai, Kenneth Holstein, Hoda Heidari, Rayid Ghani
2025	J	`jnl`	"You're in a Ferrari. I'm Waiting for the Bus": Confronting Tensions in Community-University Partnerships. Proc. ACM Hum. Comput. Interact. Cella Monet Sum, Jiayin Zhi, Amil N. T. Cook, Patrick James Cooper, Arturo Lozano, Tj Johnson, Jason Perez, Rayid Ghani, Michael Skirpan, Motahhare Eslami, Hong Shen, Sarah E. Fox
2025	J	`jnl`	Algorithms for reliable decision-making need causal reasoning. Nat. Comput. Sci. Christoph Kern, Unai Fischer Abaigar, Jonas Schweisthal, Dennis Frauen, Rayid Ghani, Stefan Feuerriegel, Mihaela van der Schaar, Frauke Kreuter
2025	J	`jnl`	Breaking the Cycle of Incarceration With Targeted Mental Health Outreach: A Case Study in Machine Learning for Public Policy. CoRR Kit T. Rodolfa, Erika Salomon, Jin Yao, Steve Yoder, Robert Sullivan, Kevin McGuire, Allie Dickinson, Rob MacDougall, Brian Seidler, Christina Sung, Claire Herdeman, Rayid Ghani
2025	J	`jnl`	Enabling the AI Revolution in Healthcare. CoRR Mona Singh, Katie A. Siek, David Danks, Rayid Ghani, Haley Grin, Brian LaMacchia, Daniel Lopresti, Tammy Toscos
2025	J	`jnl`	Towards Automated Scoping of AI for Social Good Projects. CoRR Jacob Emmerson, Rayid Ghani, Zheyuan Ryan Shi
2024	J	`jnl`	Aequitas Flow: Streamlining Fair ML Experimentation. CoRR Sérgio M. Jesus, Pedro Saleiro, Inês Oliveira e Silva, Beatriz M. Jorge, Rita P. Ribeiro, João Gama, Pedro Bizarro, Rayid Ghani
2024	J	`jnl`	Aequitas Flow: Streamlining Fair ML Experimentation. J. Mach. Learn. Res. Sérgio M. Jesus, Pedro Saleiro, Inês Oliveira e Silva, Beatriz M. Jorge, Rita P. Ribeiro, João Gama, Pedro Bizarro, Rayid Ghani
2024	A*	`conf`	On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods. AAAI Kasun Amarasinghe, Kit T. Rodolfa, Sérgio M. Jesus, Valerie Chen, Vladimir Balayan, Pedro Saleiro, Pedro Bizarro, Ameet Talwalkar, Rayid Ghani
2024	A*	`conf`	Preventing Eviction-Caused Homelessness through ML-Informed Distribution of Rental Assistance. AAAI Catalina Vajiac, Arun Frey, Joachim Baumann, Abigail Smith, Kasun Amarasinghe, Alice Lai, Kit T. Rodolfa, Rayid Ghani
2024	J	`jnl`	Preventing Eviction-Caused Homelessness through ML-Informed Distribution of Rental Assistance. CoRR Catalina Vajiac, Arun Frey, Joachim Baumann, Abigail Smith, Kasun Amarasinghe, Alice Lai, Kit T. Rodolfa, Rayid Ghani
2023	A*	`conf`	Addressing Bias and Fairness in Machine Learning: A Practical Guide and Hands-on Tutorial. KDD Rayid Ghani, Kit T. Rodolfa, Pedro Saleiro, Sérgio M. Jesus
2023	—	`conf`	Systematic Analysis of the Impact of Label Noise Correction on ML Fairness. AI (2) Inês Oliveira e Silva, Carlos Soares, Inês Sousa, Rayid Ghani
2023	J	`jnl`	Systematic analysis of the impact of label noise correction on ML Fairness. CoRR Inês Oliveira e Silva, Carlos Soares, Inês Sousa, Rayid Ghani
2023	—	`conf`	Toward Operationalizing Pipeline-aware ML Fairness: A Research Agenda for Developing Practical Guidelines and Tools. EAAMO Emily Black, Rakshit Naidu, Rayid Ghani, Kit T. Rodolfa, Daniel E. Ho, Hoda Heidari
2023	J	`jnl`	Toward Operationalizing Pipeline-aware ML Fairness: A Research Agenda for Developing Practical Guidelines and Tools. CoRR Emily Black, Rakshit Naidu, Rayid Ghani, Kit T. Rodolfa, Daniel E. Ho, Hoda Heidari
2022	J	`jnl`	A Conceptual Framework for Using Machine Learning to Support Child Welfare Decisions. CoRR Ka Ho Brian Chor, Kit T. Rodolfa, Rayid Ghani
2022	A*	`conf`	Bandit Data-Driven Optimization for Crowdsourcing Food Rescue Platforms. AAAI Zheyuan Ryan Shi, Zhiwei Steven Wu, Rayid Ghani, Fei Fang
2022	J	`jnl`	Faking feature importance: A cautionary tale on the use of differentially-private synthetic data. CoRR Oscar Giles, Kasra Hosseini, Grigorios Mingas, Oliver Strickson, Louise Bowler, Camila Rangel Smith, Harrison Wilde, Jen Ning Lim, Bilal A. Mateen, Kasun Amarasinghe, Rayid Ghani, Alison J. Heppenstall, Nik Lomax, Nick Malleson, Martin T. O'Reilly, Sebastian J. Vollmer
2022	J	`jnl`	On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods. CoRR Kasun Amarasinghe, Kit T. Rodolfa, Sérgio M. Jesus, Valerie Chen, Vladimir Balayan, Pedro Saleiro, Pedro Bizarro, Ameet Talwalkar, Rayid Ghani
2021	J	`jnl`	An Empirical Comparison of Bias Reduction Methods on Real-World Problems in High-Stakes Policy Settings. CoRR Hemank Lamba, Kit T. Rodolfa, Rayid Ghani
2021	J	`jnl`	An Empirical Comparison of Bias Reduction Methods on Real-World Problems in High-Stakes Policy Settings. SIGKDD Explor. Hemank Lamba, Kit T. Rodolfa, Rayid Ghani
2021	J	`jnl`	Empirical observation of negligible fairness-accuracy trade-offs in machine learning for public policy. Nat. Mach. Intell. Kit T. Rodolfa, Hemank Lamba, Rayid Ghani
2020	J	`jnl`	A Machine Learning System for Retaining Patients in HIV Care. CoRR Avishek Kumar, Arthi Ramachandran, Adolfo De Unánue, Christina Sung, Joe Walsh, John A. Schneider, Jessica Ridgway, Stephanie Masiello Schuette, Jeff Lauritsen, Rayid Ghani
2020	J	`jnl`	Bandit Data-driven Optimization: AI for Social Good and Beyond. CoRR Zheyuan Ryan Shi, Zhiwei Steven Wu, Rayid Ghani, Fei Fang
2020	J	`jnl`	Case Study: Predictive Fairness to Reduce Misdemeanor Recidivism Through Social Service Interventions. CoRR Kit T. Rodolfa, Erika Salomon, Lauren Haynes, Iván Higuera Mendieta, Jamie Larson, Rayid Ghani
2020	—	`conf`	Case study: predictive fairness to reduce misdemeanor recidivism through social service interventions. FAT* Kit T. Rodolfa, Erika Salomon, Lauren Haynes, Iván Higuera Mendieta, Jamie Larson, Rayid Ghani
2020	A*	`conf`	Dealing with Bias and Fairness in Data Science Systems: A Practical Hands-on Tutorial. KDD Pedro Saleiro, Kit T. Rodolfa, Rayid Ghani
2020	J	`jnl`	Explainable Machine Learning for Public Policy: Use Cases, Gaps, and Research Directions. CoRR Kasun Amarasinghe, Kit T. Rodolfa, Hemank Lamba, Rayid Ghani
2020	J	`jnl`	Machine learning for public policy: Do we need to sacrifice accuracy to make models fair? CoRR Kit T. Rodolfa, Hemank Lamba, Rayid Ghani
2020	J	`jnl`	Mapping New Informal Settlements using Machine Learning and Time Series Satellite Images: An Application in the Venezuelan Migration Crisis. CoRR Isabelle Tingzon, Niccolo Dejito, Ren Avell Flores, Rodolfo De Guzman, Liliana Carvajal, Katerine Zapata Erazo, Ivan Enrique Contreras Cala, Jeffrey Villaveces, Daniela Rubio, Rayid Ghani
2019	J	`jnl`	A Clinical Approach to Training Effective Data Scientists. CoRR Kit T. Rodolfa, Adolfo De Unánue, Matt Gee, Rayid Ghani
2019	J	`jnl`	An Experience-Centered Approach to Training Effective Data Scientists. Big Data Kit T. Rodolfa, Adolfo De Unánue, Matt Gee, Rayid Ghani
2019	J	`jnl`	Artificial Intelligence for Social Good. CoRR Gregory D. Hager, Ann W. Drobnis, Fei Fang, Rayid Ghani, Amy Greenwald, Terah Lyons, David C. Parkes, Jason Schultz, Suchi Saria, Stephen F. Smith, Milind Tambe
2019	—	`conf`	Combining Structured and Unstructured Data for Predicting Risk of Readmission for Heart Failure Patients. MedInfo Satish M. Mahajan, Rayid Ghani
2019	J	`jnl`	SIGKDD Impact Program 2018. SIGKDD Explor. Rok Sosic, Rayid Ghani, Jure Leskovec
2019	J	`jnl`	Solve for Good: A Data Science for Social Good Marketplace. SIGKDD Explor. Rayid Ghani, Lisa Green, Alberto Bengoa, Mohak Shah
2019	—	`conf`	Using Ensemble Machine Learning Methods for Predicting Risk of Readmission for Heart Failure. MedInfo Satish M. Mahajan, Rayid Ghani
2019	C	`conf`	Using machine learning to help vulnerable tenants in New York city. COMPASS Teng Ye, Rebecca Ann Johnson, Samantha Fu, Jerica Copeny, Bridgit Donnelly, Alex Freeman, Mirian Lima, Joe Walsh, Rayid Ghani
2018	B	`ed.`	5th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2018, Turin, Italy, October 1-3, 2018 DSAA Francesco Bonchi, Foster J. Provost, Tina Eliassi-Rad, Wei Wang, Ciro Cattuto, Rayid Ghani
2018	J	`jnl`	Aequitas: A Bias and Fairness Audit Toolkit. CoRR Pedro Saleiro, Benedict Kuester, Abby Stevens, Ari Anisfeld, Loren Hinkson, Jesse London, Rayid Ghani
2018	A*	`conf`	Data Science for Social Good and Public Policy: Examples, Opportunities, and Challenges. SIGIR Rayid Ghani
2018	A*	`conf`	Deploying Machine Learning Models for Public Policy: A Framework. KDD Klaus Ackermann, Joe Walsh, Adolfo De Unánue, Hareem Naveed, Andrea Navarrete Rivera, Sun-Joo Lee, Jason Bennett, Michael Defoe, Crystal Cody, Lauren Haynes, Rayid Ghani
2018	C	`conf`	Improving Government Response to Citizen Requests Online. COMPASS Garren Gaut, Andrea Navarrete, Laila Wahedi, Paul van der Boor, Adolfo De Unánue, Jorge Díaz, Eduardo Clark, Rayid Ghani
2018	J	`jnl`	Machine learning and AI research for Patient Benefit: 20 Critical Questions on Transparency, Replicability, Ethics and Effectiveness. CoRR Sebastian J. Vollmer, Bilal A. Mateen, Gergo Bohner, Franz J. Király, Rayid Ghani, Pall Jonsson, Sarah Cumbers, Adrian Jonas, Katherine S. L. McAllister, Puja Myles, David Granger, Mark Birse, Richard Branson, Karel G. M. Moons, Gary S. Collins, John P. A. Ioannidis, Chris C. Holmes, Harry Hemingway
2018	C	`conf`	Reducing Incarceration through Prioritized Interventions. COMPASS Matthew J. Bauman, Kate S. Boxer, Tzu-Yun Lin, Erika Salomon, Hareem Naveed, Lauren Haynes, Joe Walsh, Jennifer Helsby, Steve Yoder, Robert Sullivan, Chris Schneweis, Rayid Ghani
2018	A*	`conf`	Using Machine Learning to Assess the Risk of and Prevent Water Main Breaks. KDD Avishek Kumar, Syed Ali Asad Rizvi, Benjamin Brooks, R. Ali Vanderveld, Kevin H. Wilson, Chad Kenney, Sam Edelstein, Adria Finch, Andrew Maxwell, Joe Zuckerbraun, Rayid Ghani
2016	A*	`conf`	Designing Policy Recommendations to Reduce Home Abandonment in Mexico. KDD Klaus Ackermann, Eduardo Blancas Reyes, Sue He, Thomas Anderson Keller, Paul van der Boor, Romana Khan, Rayid Ghani, José Carlos González
2016	—	`conf`	Detecting fraud, corruption, and collusion in international development contracts: The design of a proof-of-concept automated system. IEEE BigData Emily Grace, Ankit Rai, Elissa M. Redmiles, Rayid Ghani
2016	A*	`conf`	Identifying Earmarks in Congressional Bills. KDD Ellery Wulczyn, Madian Khabsa, Vrushank Vora, Matthew Heston, Joe Walsh, Christopher Berry, Rayid Ghani
2016	A*	`conf`	Identifying Police Officers at Risk of Adverse Events. KDD Samuel Carton, Jennifer Helsby, Kenneth Joseph, Ayesha Mahmud, Youngsoo Park, Joe Walsh, Crystal Cody, C. P. T. Estella Patterson, Lauren Haynes, Rayid Ghani
2016	A*	`conf`	The Legislative Influence Detector: Finding Text Reuse in State Legislation. KDD Matthew Burgess, Eugenia Giraudy, Julian Katz-Samuels, Joe Walsh, Derek Willis, Lauren Haynes, Rayid Ghani
2015	A*	`conf`	A Machine Learning Framework to Identify Students at Risk of Adverse Academic Outcomes. KDD Himabindu Lakkaraju, Everaldo Aguiar, Carl Shan, David Miller, Nasir Bhanpuri, Rayid Ghani, Kecia L. Addison
2015	J	`jnl`	Big Data for Social Good. Big Data Charlie Catlett, Rayid Ghani
2015	A*	`conf`	Early Prediction of Cardiac Arrest (Code Blue) using Electronic Medical Records. KDD Sriram Somanchi, Samrachana Adhikari, Allen Lin, Elena Eneva, Rayid Ghani
2015	A*	`conf`	Predictive Modeling for Public Health: Preventing Childhood Lead Poisoning. KDD Eric Potash, Joe Brew, Alexander Loewi, Subhabrata Majumdar, Andrew Reece, Joe Walsh, Eric Rozier, Emile Jorgenson, Raed Mansour, Rayid Ghani
2014	A*	`ed.`	The 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '14, New York, NY, USA - August 24 - 27, 2014 KDD Sofus A. Macskassy, Claudia Perlich, Jure Leskovec, Wei Wang, Rayid Ghani
2013	—	`ed.`	2013 IEEE International Conference on Big Data (IEEE BigData 2013), 6-9 October 2013, Santa Clara, CA, USA IEEE BigData Xiaohua Hu, Tsau Young Lin, Vijay V. Raghavan, Benjamin W. Wah, Ricardo Baeza-Yates, Geoffrey C. Fox, Cyrus Shahabi, Matthew Smith, Qiang Yang, Rayid Ghani, Wei Fan, Ronny Lempel, Raghunath Nambiar
2013	A*	`conf`	Online Active Learning with Imbalanced Classes. ICDM Zahra Ferdowsi, Rayid Ghani, Raffaella Settimi
2013	A*	`conf`	Targeting and influencing at scale: from presidential elections to social good. KDD Rayid Ghani
2013	A*	`ed.`	The 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2013, Chicago, IL, USA, August 11-14, 2013 KDD Inderjit S. Dhillon, Yehuda Koren, Rayid Ghani, Ted E. Senator, Paul Bradley, Rajesh Parekh, Jingrui He, Robert L. Grossman, Ramasamy Uthurusamy
2012	J	`jnl`	Top-10 Data Mining Case Studies. Int. J. Inf. Technol. Decis. Mak. Gabor Melli, Xindong Wu, Paul Beinat, Francesco Bonchi, Longbing Cao, Rong Duan, Christos Faloutsos, Rayid Ghani, Brendan Kitts, Bart Goethals, Geoffrey J. McLachlan, Jian Pei, Ashok Srivastava, Osmar R. Zaïane
2011	C	`conf`	A Machine Learning Based System for Semi-Automatically Redacting Documents. IAAI Chad M. Cumby, Rayid Ghani
2011	A*	`conf`	Interactive learning for efficiently detecting errors in insurance claims. KDD Rayid Ghani, Mohit Kumar
2011	—	`ch.`	Machine Learning and Lightweight Semantics to Improve Enterprise Search and Knowledge Management. Context and Semantics for Knowledge Management Rayid Ghani, Divna Djordjevic, Chad M. Cumby
2011	—	`conf`	Testing software in age of data privacy: a balancing act. SIGSOFT FSE Kunal Taneja, Mark Grechanik, Rayid Ghani, Tao Xie
2010	—	`book`	Data Mining for Business Applications Carlos Soares, Rayid Ghani
2010	—	`ch.`	Data Mining for Business Applications: Introduction. Data Mining for Business Applications Carlos Soares, Rayid Ghani
2010	A*	`conf`	Data mining to predict and prevent errors in health insurance claims processing. KDD Mohit Kumar, Rayid Ghani, Zhu-Song Mei
2010	—	`conf`	Graphics Classification for Enterprise Knowledge Management. ICDM Workshops Divna Djordjevic, Rayid Ghani
2010	—	`conf`	Process-centric Enterprise Workspace based on Semantic Wiki. KMIS Divna Djordjevic, Rayid Ghani, Duncan Fullarton
2009	—	`conf`	Graph Structure Learning for Task Ordering. ICEIS (2) Yiming Yang, Abhimanyu Lad, Henry Shu, Bryan Kisiel, Chad M. Cumby, Rayid Ghani, Katharina Probst
2009	A	`conf`	Toward Optimal Ordering of Prediction Tasks. SDM Abhimanyu Lad, Yiming Yang, Rayid Ghani, Bryan Kisiel
2008	—	`conf`	Maximizing Privacy under Data Distortion Constraints in Noise Perturbation Methods. PinKDD Yaron Rachlin, Katharina Probst, Rayid Ghani
2007	A*	`conf`	Semi-Supervised Learning of Attribute-Value Pairs from Product Descriptions. IJCAI Katharina Probst, Rayid Ghani, Marko Krema, Andrew E. Fano, Yan Liu
2007	—	`conf`	Towards 'Interactive' Active Learning in Multi-view Feature Sets for Information Extraction. ECML Katharina Probst, Rayid Ghani
2006	J	`jnl`	Data mining for business applications: KDD-2006 workshop. SIGKDD Explor. Rayid Ghani, Carlos Soares
2006	—	`conf`	Extracting and Using Attribute-Value Pairs from Product Descriptions on the Web. WebMine Katharina Probst, Rayid Ghani, Marko Krema, Andy Fano, Yan Liu
2006	J	`jnl`	Text mining for product attribute extraction. SIGKDD Explor. Rayid Ghani, Katharina Probst, Yan Liu, Marko Krema, Andrew E. Fano
2005	—	`conf`	A Bayesian Framework for Robust Reasoning from Sensor Networks. AAAI Spring Symposium: AI Technologies for Homeland Security Valery A. Petrushin, Rayid Ghani, Anatole Gershman
2005	J	`jnl`	Building Minority Language Corpora by Learning to Generate Web Search Queries. Knowl. Inf. Syst. Rayid Ghani, Rosie Jones, Dunja Mladenic
2005	A	`conf`	Building intelligent shopping assistants using individual consumer models. IUI Chad M. Cumby, Andrew E. Fano, Rayid Ghani, Marko Krema
2005	—	`conf`	Multiple sensor integration for indoor surveillance. MDM/KDD Valery A. Petrushin, Gang Wei, Rayid Ghani, Anatole Gershman
2005	A*	`conf`	Price prediction and insurance for online auctions. KDD Rayid Ghani
2004	A*	`conf`	Predicting customer shopping lists from point-of-sale purchase data. KDD Chad M. Cumby, Andrew E. Fano, Rayid Ghani, Marko Krema
2003	—	`conf`	Mining the Web to Add Semantics to Retail Data Mining. EWMF Rayid Ghani
2002	J	`jnl`	A Study of Approaches to Hypertext Categorization. J. Intell. Inf. Syst. Yiming Yang, Seán Slattery, Rayid Ghani
2002	A*	`conf`	Combining Labeled and Unlabeled Data for MultiClass Text Categorization. ICML Rayid Ghani
2002	A*	`conf`	Using Text Mining to Infer Semantic Attributes for Retail Data Mining. ICDM Rayid Ghani, Andrew E. Fano
2001	A*	`conf`	Automatic Web Search Query Generation to Create Minority Language Corpora. SIGIR Rayid Ghani, Rosie Jones, Dunja Mladenic
2001	A*	`conf`	Combining Labeled and Unlabeled Data for Text Classification with a Large Number of Categories. ICDM Rayid Ghani
2001	A*	`conf`	Hypertext Categorization using Hyperlink Patterns and Meta Data. ICML Rayid Ghani, Seán Slattery, Yiming Yang
2001	A	`conf`	Mining the Web to Create Minority Language Corpora. CIKM Rayid Ghani, Rosie Jones, Dunja Mladenic
2001	—	`conf`	Online Learning for Web Query Generation: Finding Documents Matching a Minority Concept on the Web. Web Intelligence Rayid Ghani, Rosie Jones, Dunja Mladenic
2000	A	`conf`	Analyzing the Effectiveness and Applicability of Co-training. CIKM Kamal Nigam, Rayid Ghani
2000	A	`conf`	Learning a Monolingual Language Model from a Multilingual Text Database. CIKM Rayid Ghani, Rosie Jones
2000	A*	`conf`	Using Error-Correcting Codes for Text Classification. ICML Rayid Ghani