Alexandra Chouldechova

1. Fair prediction with disparate impact: A study of bias in recidivism\n prediction instruments
   2016/10/24 by Alexandra Chouldechova, Chouldechova, Alexandra · 42 citations
   Business, Management and Accounting · Environmental Science · #Regulation and Compliance Studies #Wildlife Conservation and Criminology Analyses
2. Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments
   2017/06/01 by Alexandra Chouldechova · 1 voice · 20 citations
   Business, Management and Accounting · Environmental Science · Social Sciences · #Crime Patterns and Interventions #Regulation and Compliance Studies #Wildlife Conservation and Criminology Analyses
3. Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy and Research
   2024/12/09 by A. Feder Cooper, Christopher A. Choquette-Choo, Cooper, A. Feder +75 · 5 voices · 11 citations
   Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CY #cs.LG
4. Position: Evaluating Generative AI Systems Is a Social Science Measurement Challenge
   2025/02/01 by Hanna Wallach, Wallach, Hanna, Meera Desai +37 · 3 voices · 18 citations
   #cs.CY
5. Evaluating Generative AI Systems is a Social Science Measurement Challenge
   2024/11/17 by Hanna Wallach, Wallach, Hanna, Meera Desai +37 · 3 voices · 10 citations
   Social Sciences · #Computational and Text Analysis Methods #cs.CY
6. Sequential Selection Procedures and False Discovery Rate Control
   2013/09/20 by Max G’Sell, G'Sell, Max Grazier, Stefan Wager +5 · 5 citations
   Mathematics · Decision Sciences · #Statistical Methods in Clinical Trials #Advanced Statistical Process Monitoring #Statistical Methods and Inference
7. Generalized Additive Model Selection
   2015/06/11 by Alexandra Chouldechova, Trevor Hastie, Chouldechova, Alexandra +1 · 5 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (stat.ML) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
8. A Shared Standard for Valid Measurement of Generative AI Systems' Capabilities, Risks, and Impacts
   2024/12/02 by Alexandra Chouldechova, Chouldechova, Alexandra, Chad Atalla +25 · 1 voice · 3 citations
   Computer Science · Engineering · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #Technology Assessment and Management #cs.CY
9. Does mitigating ML's impact disparity require treatment disparity?
   2017/11/19 by Zachary C. Lipton, Lipton, Zachary C., Alexandra Chouldechova +3 · 2 citations
   Mathematics · Social Sciences · #Advanced Causal Inference Techniques #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
10. Fairness Evaluation in Presence of Biased Noisy Labels
    2020/03/30 by Riccardo Fogliato, Max G’Sell, Fogliato, Riccardo +3 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computers and Society (cs.CY) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning and Data Classification #Methodology (stat.ME)
11. The Impact of Algorithmic Risk Assessments on Human Predictions and its\n Analysis via Crowdsourcing Studies
    2021/09/03 by Riccardo Fogliato, Alexandra Chouldechova, Fogliato, Riccardo +3 · 1 citation
    Computer Science · Psychology · Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Human-Computer Interaction (cs.HC) #Mobile Crowdsensing and Crowdsourcing
12. Gaps Between Research and Practice When Measuring Representational Harms Caused by LLM-Based Systems
    2024/11/23 by Emma Harvey, Harvey, Emma, Emily Sheng +11 · 2 voices · 1 citation
    #cs.CY
13. A Framework for Evaluating LLMs Under Task Indeterminacy
    2024/11/21 by Luke Guerdan, Guerdan, Luke, Hanna Wallach +5 · 1 voice · 1 citation
    Business, Management and Accounting · Computer Science · Engineering · #Business Process Modeling and Analysis #Scheduling and Optimization Algorithms #Service-Oriented Architecture and Web Services #cs.CL #cs.HC #cs.LG
14. Taxonomizing Representational Harms using Speech Act Theory
    2025/04/01 by Emily Corvi, Hannah Washington, Corvi, Emily +21 · 2 voices · 1 citation
    #cs.CL #cs.CY
15. A structured regression approach for evaluating model performance across intersectional subgroups
    2024/01/26 by Christine Herlihy, Kimberly A. Truong, Herlihy, Christine +5 · 1 citation
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Applications (stat.AP) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)