Kit T. Rodolfa

24 papers A* 5Journal 16Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Artificial Intelligence in Environmental Protection: The Importance of Organizational Context from a Field Study in Wisconsin.
CoRR
Nicolas Rothbacher, Kit T. Rodolfa, Mihir Bhaskar, Erin Maneri, Christine Tsang, Daniel E. Ho
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 A* conf
Not Your Typical Government Tipline: LLM-Assisted Routing of Environmental Protection Agency Citizen Tips.
EMNLP
Sharanya Majumder, Zehua Li, Derek Ouyang, Kit T. Rodolfa, Elena Eneva, Julian Nyarko, Daniel E. Ho
2024 J jnl
Locating and measuring marine aquaculture production from space: a computer vision approach in the French Mediterranean.
CoRR
Sebastian Quaade, Andrea Vallebueno, Olivia D. N. Alcabes, Kit T. Rodolfa, Daniel E. Ho
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
2024 — conf
Regulating AI Adaptation: An Analysis of AI Medical Device Updates.
CHIL
Kevin Wu, Eric Wu, Kit T. Rodolfa, Daniel E. Ho, James Zou
2024 J jnl
Regulating AI Adaptation: An Analysis of AI Medical Device Updates.
CoRR
Kevin Wu, Eric Wu, Kit T. Rodolfa, Daniel E. Ho, James Zou
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
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 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
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
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