| 2024 | AAAI | On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods. | Kasun Amarasinghe, Kit T. Rodolfa, Srgio M. Jesus, Valerie Chen, Vladimir Balayan, Pedro Saleiro, Pedro Bizarro, Ameet Talwalkar, Rayid Ghani |
| 2024 | AAAI | Preventing Eviction-Caused Homelessness through ML-Informed Distribution of Rental Assistance. | Catalina Vajiac, Arun Frey, Joachim Baumann, Abigail Smith, Kasun Amarasinghe, Alice Lai, Kit T. Rodolfa, Rayid Ghani |
| 2023 | KDD | Addressing Bias and Fairness in Machine Learning: A Practical Guide and Hands-on Tutorial. | Rayid Ghani, Kit T. Rodolfa, Pedro Saleiro, Srgio M. Jesus |
| 2022 | AAAI | Bandit Data-Driven Optimization for Crowdsourcing Food Rescue Platforms. | Zheyuan Ryan Shi, Zhiwei Steven Wu, Rayid Ghani, Fei Fang |
| 2020 | KDD | Dealing with Bias and Fairness in Data Science Systems: A Practical Hands-on Tutorial. | Pedro Saleiro, Kit T. Rodolfa, Rayid Ghani |
| 2018 | KDD | Deploying Machine Learning Models for Public Policy: A Framework. | Klaus Ackermann, Joe Walsh, Adolfo De Unnue, Hareem Naveed, Andrea Navarrete Rivera, Sun-Joo Lee, Jason Bennett, Michael Defoe, Crystal Cody, Lauren Haynes, Rayid Ghani |
| 2018 | KDD | Using Machine Learning to Assess the Risk of and Prevent Water Main Breaks. | 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 |
| 2018 | SIGIR | Data Science for Social Good and Public Policy: Examples, Opportunities, and Challenges. | Rayid Ghani |
| 2016 | KDD | Designing Policy Recommendations to Reduce Home Abandonment in Mexico. | Klaus Ackermann, Eduardo Blancas Reyes, Sue He, Thomas Anderson Keller, Paul van der Boor, Romana Khan, Rayid Ghani, Jos Carlos Gonzlez |
| 2016 | KDD | The Legislative Influence Detector: Finding Text Reuse in State Legislation. | Matthew Burgess, Eugenia Giraudy, Julian Katz-Samuels, Joe Walsh, Derek Willis, Lauren Haynes, Rayid Ghani |
| 2016 | KDD | Identifying Police Officers at Risk of Adverse Events. | Samuel Carton, Jennifer Helsby, Kenneth Joseph, Ayesha Mahmud, Youngsoo Park, Joe Walsh, Crystal Cody, C. P. T. Estella Patterson, Lauren Haynes, Rayid Ghani |
| 2016 | KDD | Identifying Earmarks in Congressional Bills. | Ellery Wulczyn, Madian Khabsa, Vrushank Vora, Matthew Heston, Joe Walsh, Christopher Berry, Rayid Ghani |
| 2015 | KDD | A Machine Learning Framework to Identify Students at Risk of Adverse Academic Outcomes. | Himabindu Lakkaraju, Everaldo Aguiar, Carl Shan, David Miller, Nasir Bhanpuri, Rayid Ghani, Kecia L. Addison |
| 2015 | KDD | Predictive Modeling for Public Health: Preventing Childhood Lead Poisoning. | Eric Potash, Joe Brew, Alexander Loewi, Subhabrata Majumdar, Andrew Reece, Joe Walsh, Eric Rozier, Emile Jorgenson, Raed Mansour, Rayid Ghani |
| 2015 | KDD | Early Prediction of Cardiac Arrest (Code Blue) using Electronic Medical Records. | Sriram Somanchi, Samrachana Adhikari, Allen Lin, Elena Eneva, Rayid Ghani |
| 2013 | ICDM | Online Active Learning with Imbalanced Classes. | Zahra Ferdowsi, Rayid Ghani, Raffaella Settimi |
| 2013 | KDD | Targeting and influencing at scale: from presidential elections to social good. | Rayid Ghani |
| 2011 | IAAI | A Machine Learning Based System for Semi-Automatically Redacting Documents. | Chad M. Cumby, Rayid Ghani |
| 2011 | KDD | Interactive learning for efficiently detecting errors in insurance claims. | Rayid Ghani, Mohit Kumar |
| 2010 | IC3K | Process-centric Enterprise Workspace based on Semantic Wiki. | Divna Djordjevic, Rayid Ghani, Duncan Fullarton |
| 2010 | ICDM | Graphics Classification for Enterprise Knowledge Management. | Divna Djordjevic, Rayid Ghani |
| 2010 | KDD | Data mining to predict and prevent errors in health insurance claims processing. | Mohit Kumar, Rayid Ghani, Zhu-Song Mei |
| 2009 | SDM | Toward Optimal Ordering of Prediction Tasks. | Abhimanyu Lad, Yiming Yang, Rayid Ghani, Bryan Kisiel |
| 2008 | KDD | Maximizing Privacy under Data Distortion Constraints in Noise Perturbation Methods. | Yaron Rachlin, Katharina Probst, Rayid Ghani |
| 2007 | IJCAI | Semi-Supervised Learning of Attribute-Value Pairs from Product Descriptions. | Katharina Probst, Rayid Ghani, Marko Krema, Andrew E. Fano, Yan Liu |
| 2005 | IUI | Building intelligent shopping assistants using individual consumer models. | Chad M. Cumby, Andrew E. Fano, Rayid Ghani, Marko Krema |
| 2005 | KDD | Price prediction and insurance for online auctions. | Rayid Ghani |
| 2005 | KDD | Multiple sensor integration for indoor surveillance. | Valery A. Petrushin, Gang Wei, Rayid Ghani, Anatole Gershman |
| 2004 | KDD | Predicting customer shopping lists from point-of-sale purchase data. | Chad M. Cumby, Andrew E. Fano, Rayid Ghani, Marko Krema |
| 2002 | ICDM | Using Text Mining to Infer Semantic Attributes for Retail Data Mining. | Rayid Ghani, Andrew E. Fano |
| 2002 | ICML | Combining Labeled and Unlabeled Data for MultiClass Text Categorization. | Rayid Ghani |
| 2001 | CIKM | Mining the Web to Create Minority Language Corpora. | Rayid Ghani, Rosie Jones, Dunja Mladenic |
| 2001 | ICDM | Combining Labeled and Unlabeled Data for Text Classification with a Large Number of Categories. | Rayid Ghani |
| 2001 | ICML | Hypertext Categorization using Hyperlink Patterns and Meta Data. | Rayid Ghani, Sen Slattery, Yiming Yang |
| 2001 | SIGIR | Automatic Web Search Query Generation to Create Minority Language Corpora. | Rayid Ghani, Rosie Jones, Dunja Mladenic |
| 2000 | CIKM | Learning a Monolingual Language Model from a Multilingual Text Database. | Rayid Ghani, Rosie Jones |
| 2000 | CIKM | Analyzing the Effectiveness and Applicability of Co-training. | Kamal Nigam, Rayid Ghani |
| 2000 | ICML | Using Error-Correcting Codes for Text Classification. | Rayid Ghani |