Kristian Lum

Orcid: 0000-0003-2637-5612

According to our database1, Kristian Lum authored at least 20 papers between 2013 and 2024.

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Bibliography

2024
Reducing Population-level Inequality Can Improve Demographic Group Fairness: a Twitter Case Study.
CoRR, 2024

STAR: SocioTechnical Approach to Red Teaming Language Models.
CoRR, 2024

The Impossibility of Fair LLMs.
CoRR, 2024

Bias in Language Models: Beyond Trick Tests and Toward RUTEd Evaluation.
CoRR, 2024

2023
Measuring and mitigating voting access disparities: a study of race and polling locations in Florida and North Carolina.
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023

2022
Measuring disparate outcomes of content recommendation algorithms with distributional inequality metrics.
Patterns, 2022

County-level Algorithmic Audit of Racial Bias in Twitter's Home Timeline.
CoRR, 2022

Random Isn't Always Fair: Candidate Set Imbalance and Exposure Inequality in Recommender Systems.
CoRR, 2022

Flipping the Script on Criminal Justice Risk Assessment: An actuarial model for assessing the risk the federal sentencing system poses to defendants.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

De-biasing "bias" measurement.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

2021
The 2021 RecSys Challenge Dataset: Fairness is not optional.
Proceedings of the RecSys Challenge 2021: Proceedings of the Recommender Systems Challenge 2021, 2021

It's COMPASlicated: The Messy Relationship between RAI Datasets and Algorithmic Fairness Benchmarks.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

2020
The impact of overbooking on a pre-trial risk assessment tool.
Proceedings of the FAT* '20: Conference on Fairness, 2020

2016
A statistical framework for fair predictive algorithms.
CoRR, 2016

2013
Failure-Aware Cascaded Suppression in Wireless Sensor Networks.
IEEE Trans. Knowl. Data Eng., 2013

Planning and response in the aftermath of a large crisis: An agent-based informatics framework.
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

Activity based energy demand modeling for residential buildings.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2013

A Synthetic Information Approach to Urban-Scale Disaster Modeling.
Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 2013

Modeling human behavior in the aftermath of a hypothetical improvised nuclear detonation.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

Diagonal Orthant Multinomial Probit Models.
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013


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