Rayid Ghani

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 43

Top Topics

Unstructured Data

Top Venues

Publications

Catalina Vajiac, Arun Frey, Joachim Baumann, Abigail Smith, Kasun Amarasinghe, Alice Lai, Kit T. Rodolfa, Rayid Ghani
Preventing Eviction-Caused Homelessness through ML-Informed Distribution of Rental Assistance. AAAI (2024)
Kasun Amarasinghe, Kit T. Rodolfa, Sérgio M. Jesus, Valerie Chen, Vladimir Balayan, Pedro Saleiro, Pedro Bizarro, Ameet Talwalkar, Rayid Ghani
On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods. AAAI (2024)
Catalina Vajiac, Arun Frey, Joachim Baumann, Abigail Smith, Kasun Amarasinghe, Alice Lai, Kit T. Rodolfa, Rayid Ghani
Preventing Eviction-Caused Homelessness through ML-Informed Distribution of Rental Assistance. CoRR (2024)
Sérgio M. Jesus, Pedro Saleiro, Inês Oliveira e Silva, Beatriz M. Jorge, Rita P. Ribeiro, João Gama, Pedro Bizarro, Rayid Ghani
Aequitas Flow: Streamlining Fair ML Experimentation. CoRR (2024)
Emily Black, Rakshit Naidu, Rayid Ghani, Kit T. Rodolfa, Daniel E. Ho, Hoda Heidari
Toward Operationalizing Pipeline-aware ML Fairness: A Research Agenda for Developing Practical Guidelines and Tools. CoRR (2023)
Rayid Ghani, Kit T. Rodolfa, Pedro Saleiro, Sérgio M. Jesus
Addressing Bias and Fairness in Machine Learning: A Practical Guide and Hands-on Tutorial. KDD (2023)
Emily Black, Rakshit Naidu, Rayid Ghani, Kit T. Rodolfa, Daniel E. Ho, Hoda Heidari
Toward Operationalizing Pipeline-aware ML Fairness: A Research Agenda for Developing Practical Guidelines and Tools. EAAMO (2023)
Inês Oliveira e Silva, Carlos Soares, Inês Sousa, Rayid Ghani
Systematic Analysis of the Impact of Label Noise Correction on ML Fairness. AI (2) (2023)
Kasun Amarasinghe, Kit T. Rodolfa, Sérgio M. Jesus, Valerie Chen, Vladimir Balayan, Pedro Saleiro, Pedro Bizarro, Ameet Talwalkar, Rayid Ghani
On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods. CoRR (2022)
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 O'Reilly, Sebastian Vollmerteke
Faking feature importance: A cautionary tale on the use of differentially-private synthetic data. CoRR (2022)
Ka Ho Brian Chor, Kit T. Rodolfa, Rayid Ghani
A Conceptual Framework for Using Machine Learning to Support Child Welfare Decisions. CoRR (2022)
Zheyuan Ryan Shi, Zhiwei Steven Wu, Rayid Ghani, Fei Fang
Bandit Data-Driven Optimization for Crowdsourcing Food Rescue Platforms. AAAI (2022)
Hemank Lamba, Kit T. Rodolfa, Rayid Ghani
An Empirical Comparison of Bias Reduction Methods on Real-World Problems in High-Stakes Policy Settings. CoRR (2021)
Kit T. Rodolfa, Hemank Lamba, Rayid Ghani
Empirical observation of negligible fairness-accuracy trade-offs in machine learning for public policy. Nat. Mach. Intell. 3 (10) (2021)
Hemank Lamba, Kit T. Rodolfa, Rayid Ghani
An Empirical Comparison of Bias Reduction Methods on Real-World Problems in High-Stakes Policy Settings. SIGKDD Explor. 23 (1) (2021)
Pedro Saleiro, Kit T. Rodolfa, Rayid Ghani
Dealing with Bias and Fairness in Data Science Systems: A Practical Hands-on Tutorial. KDD (2020)
Zheyuan Ryan Shi, Zhiwei Steven Wu, Rayid Ghani, Fei Fang
Bandit Data-driven Optimization: AI for Social Good and Beyond. CoRR (2020)
Kit T. Rodolfa, Erika Salomon, Lauren Haynes, Iván Higuera Mendieta, Jamie Larson, Rayid Ghani
Case study: predictive fairness to reduce misdemeanor recidivism through social service interventions. FAT* (2020)
Kit T. Rodolfa, Hemank Lamba, Rayid Ghani
Machine learning for public policy: Do we need to sacrifice accuracy to make models fair? CoRR (2020)
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
Mapping New Informal Settlements using Machine Learning and Time Series Satellite Images: An Application in the Venezuelan Migration Crisis. CoRR (2020)
Avishek Kumar, Arthi Ramachandran, Adolfo De Unánue, Christina Sung, Joe Walsh, John A. Schneider, Jessica Ridgway, Stephanie Masiello Schuette, Jeff Lauritsen, Rayid Ghani
A Machine Learning System for Retaining Patients in HIV Care. CoRR (2020)
Kasun Amarasinghe, Kit T. Rodolfa, Hemank Lamba, Rayid Ghani
Explainable Machine Learning for Public Policy: Use Cases, Gaps, and Research Directions. CoRR (2020)
Kit T. Rodolfa, Erika Salomon, Lauren Haynes, Iván Higuera Mendieta, Jamie Larson, Rayid Ghani
Case Study: Predictive Fairness to Reduce Misdemeanor Recidivism Through Social Service Interventions. CoRR (2020)
Satish M. Mahajan, Rayid Ghani
Combining Structured and Unstructured Data for Predicting Risk of Readmission for Heart Failure Patients. MedInfo (2019)
Rok Sosic, Rayid Ghani, Jure Leskovec
SIGKDD Impact Program 2018. SIGKDD Explor. 21 (1) (2019)
Rayid Ghani, Lisa Green, Alberto Bengoa, Mohak Shah
Solve for Good: A Data Science for Social Good Marketplace. SIGKDD Explor. 21 (2) (2019)
Kit T. Rodolfa, Adolfo De Unánue, Matt Gee, Rayid Ghani
An Experience-Centered Approach to Training Effective Data Scientists. Big Data 7 (4) (2019)
Teng Ye, Rebecca Johnson, Samantha Fu, Jerica Copeny, Bridgit Donnelly, Alex Freeman, Mirian Lima, Joe Walsh, Rayid Ghani
Using machine learning to help vulnerable tenants in New York city. COMPASS (2019)
Kit T. Rodolfa, Adolfo De Unánue, Matt Gee, Rayid Ghani
A Clinical Approach to Training Effective Data Scientists. CoRR (2019)
Satish M. Mahajan, Rayid Ghani
Using Ensemble Machine Learning Methods for Predicting Risk of Readmission for Heart Failure. MedInfo (2019)
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
Artificial Intelligence for Social Good. CoRR (2019)
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
Reducing Incarceration through Prioritized Interventions. COMPASS (2018)
Pedro Saleiro, Benedict Kuester, Abby Stevens, Ari Anisfeld, Loren Hinkson, Jesse London, Rayid Ghani
Aequitas: A Bias and Fairness Audit Toolkit. CoRR (2018)
Garren Gaut, Andrea Navarrete, Laila Wahedi, Paul van der Boor, Adolfo De Unánue, Jorge Díaz, Eduardo Clark, Rayid Ghani
Improving Government Response to Citizen Requests Online. COMPASS (2018)
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
Deploying Machine Learning Models for Public Policy: A Framework. KDD (2018)
Rayid Ghani
Data Science for Social Good and Public Policy: Examples, Opportunities, and Challenges. SIGIR (2018)
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
Machine learning and AI research for Patient Benefit: 20 Critical Questions on Transparency, Replicability, Ethics and Effectiveness. CoRR (2018)
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
Using Machine Learning to Assess the Risk of and Prevent Water Main Breaks. KDD (2018)
Klaus Ackermann, Eduardo Blancas Reyes, Sue He, Thomas Anderson Keller, Paul van der Boor, Romana Khan, Rayid Ghani, José Carlos González
Designing Policy Recommendations to Reduce Home Abandonment in Mexico. KDD (2016)
Emily Grace, Ankit Rai, Elissa M. Redmiles, Rayid Ghani
Detecting fraud, corruption, and collusion in international development contracts: The design of a proof-of-concept automated system. IEEE BigData (2016)
Matthew Burgess, Eugenia Giraudy, Julian Katz-Samuels, Joe Walsh, Derek Willis, Lauren Haynes, Rayid Ghani
The Legislative Influence Detector: Finding Text Reuse in State Legislation. KDD (2016)
Samuel Carton, Jennifer Helsby, Kenneth Joseph, Ayesha Mahmud, Youngsoo Park, Joe Walsh, Crystal Cody, C. P. T. Estella Patterson, Lauren Haynes, Rayid Ghani
Identifying Police Officers at Risk of Adverse Events. KDD (2016)
Ellery Wulczyn, Madian Khabsa, Vrushank Vora, Matthew Heston, Joe Walsh, Christopher Berry, Rayid Ghani
Identifying Earmarks in Congressional Bills. KDD (2016)
Himabindu Lakkaraju, Everaldo Aguiar, Carl Shan, David Miller, Nasir Bhanpuri, Rayid Ghani, Kecia L. Addison
A Machine Learning Framework to Identify Students at Risk of Adverse Academic Outcomes. KDD (2015)
Sriram Somanchi, Samrachana Adhikari, Allen Lin, Elena Eneva, Rayid Ghani
Early Prediction of Cardiac Arrest (Code Blue) using Electronic Medical Records. KDD (2015)
Eric Potash, Joe Brew, Alexander Loewi, Subhabrata Majumdar, Andrew Reece, Joe Walsh, Eric Rozier, Emile Jorgenson, Raed Mansour, Rayid Ghani
Predictive Modeling for Public Health: Preventing Childhood Lead Poisoning. KDD (2015)
Charlie Catlett, Rayid Ghani
Big Data for Social Good. Big Data 3 (1) (2015)
Rayid Ghani
Targeting and influencing at scale: from presidential elections to social good. KDD (2013)
Zahra Ferdowsi, Rayid Ghani, Raffaella Settimi
Online Active Learning with Imbalanced Classes. ICDM (2013)
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
Top-10 Data Mining Case Studies. Int. J. Inf. Technol. Decis. Mak. 11 (2) (2012)
Rayid Ghani, Mohit Kumar
Interactive learning for efficiently detecting errors in insurance claims. KDD (2011)
Chad M. Cumby, Rayid Ghani
A Machine Learning Based System for Semi-Automatically Redacting Documents. IAAI (2011)
Kunal Taneja, Mark Grechanik, Rayid Ghani, Tao Xie
Testing software in age of data privacy: a balancing act. SIGSOFT FSE (2011)
Mohit Kumar, Rayid Ghani, Zhu-Song Mei
Data mining to predict and prevent errors in health insurance claims processing. KDD (2010)
Divna Djordjevic, Rayid Ghani, Duncan Fullarton
Process-centric Enterprise Workspace based on Semantic Wiki. KMIS (2010)
Divna Djordjevic, Rayid Ghani
Graphics Classification for Enterprise Knowledge Management. ICDM Workshops (2010)
Yiming Yang, Abhimanyu Lad, Henry Shu, Bryan Kisiel, Chad M. Cumby, Rayid Ghani, Katharina Probst
Graph Structure Learning for Task Ordering. ICEIS (2) (2009)
Abhimanyu Lad, Yiming Yang, Rayid Ghani, Bryan Kisiel
Toward Optimal Ordering of Prediction Tasks. SDM (2009)
Yaron Rachlin, Katharina Probst, Rayid Ghani
Maximizing Privacy under Data Distortion Constraints in Noise Perturbation Methods. PinKDD (2008)
Katharina Probst, Rayid Ghani, Marko Krema, Andrew E. Fano, Yan Liu
Semi-Supervised Learning of Attribute-Value Pairs from Product Descriptions. IJCAI (2007)
Katharina Probst, Rayid Ghani
Towards 'Interactive' Active Learning in Multi-view Feature Sets for Information Extraction. ECML (2007)
Rayid Ghani, Carlos Soares
Data mining for business applications: KDD-2006 workshop. SIGKDD Explor. 8 (2) (2006)
Rayid Ghani, Katharina Probst, Yan Liu, Marko Krema, Andrew E. Fano
Text mining for product attribute extraction. SIGKDD Explor. 8 (1) (2006)
Katharina Probst, Rayid Ghani, Marko Krema, Andy Fano, Yan Liu
Extracting and Using Attribute-Value Pairs from Product Descriptions on the Web. WebMine (2006)
Valery A. Petrushin, Rayid Ghani, Anatole Gershman
A Bayesian Framework for Robust Reasoning from Sensor Networks. AAAI Spring Symposium: AI Technologies for Homeland Security (2005)
Rayid Ghani, Rosie Jones, Dunja Mladenic
Building Minority Language Corpora by Learning to Generate Web Search Queries. Knowl. Inf. Syst. 7 (1) (2005)
Chad M. Cumby, Andrew E. Fano, Rayid Ghani, Marko Krema
Building intelligent shopping assistants using individual consumer models. IUI (2005)
Rayid Ghani
Price prediction and insurance for online auctions. KDD (2005)
Valery A. Petrushin, Gang Wei, Rayid Ghani, Anatole Gershman
Multiple sensor integration for indoor surveillance. MDM@KDD (2005)
Chad M. Cumby, Andrew E. Fano, Rayid Ghani, Marko Krema
Predicting customer shopping lists from point-of-sale purchase data. KDD (2004)
Rayid Ghani
Mining the Web to Add Semantics to Retail Data Mining. EWMF (2003)
Rayid Ghani
Combining Labeled and Unlabeled Data for MultiClass Text Categorization. ICML (2002)
Yiming Yang, Seán Slattery, Rayid Ghani
A Study of Approaches to Hypertext Categorization. J. Intell. Inf. Syst. 18 (2-3) (2002)
Rayid Ghani, Andrew E. Fano
Using Text Mining to Infer Semantic Attributes for Retail Data Mining. ICDM (2002)
Rayid Ghani, Rosie Jones, Dunja Mladenic
Mining the Web to Create Minority Language Corpora. CIKM (2001)
Rayid Ghani, Rosie Jones, Dunja Mladenic
Automatic Web Search Query Generation to Create Minority Language Corpora. SIGIR (2001)
Rayid Ghani
Combining Labeled and Unlabeled Data for Text Classification with a Large Number of Categories. ICDM (2001)
Rayid Ghani, Seán Slattery, Yiming Yang
Hypertext Categorization using Hyperlink Patterns and Meta Data. ICML (2001)
Rayid Ghani, Rosie Jones, Dunja Mladenic
Online Learning for Web Query Generation: Finding Documents Matching a Minority Concept on the Web. Web Intelligence (2001)
Rayid Ghani, Rosie Jones
Learning a Monolingual Language Model from a Multilingual Text Database. CIKM (2000)
Rayid Ghani
Using Error-Correcting Codes for Text Classification. ICML (2000)
Kamal Nigam, Rayid Ghani
Analyzing the Effectiveness and Applicability of Co-training. CIKM (2000)