Kristian Lum
University of Pennsylvania
H-index: 21
North America-United States
Top articles of Kristian Lum
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Bias in Language Models: Beyond Trick Tests and Toward RUTEd Evaluation | arXiv preprint arXiv:2402.12649 | Kristian Lum Jacy Reese Anthis Chirag Nagpal Alexander D'Amour | 2024/2/20 |
Measuring disparate outcomes of content recommendation algorithms with distributional inequality metrics | Patterns | Tomo Lazovich Luca Belli Aaron Gonzales Amanda Bower Uthaipon Tantipongpipat | 2022/8/12 |
Measuring and mitigating voting access disparities: a study of race and polling locations in Florida and North Carolina | Mohsen Abbasi Calvin Barrett Kristian Lum Sorelle A Friedler Suresh Venkatasubramanian | 2023/6/12 | |
Effect of conditional release on violent and general recidivism: A causal inference study | Journal of Experimental Criminology | Marzieh Karimi-Haghighi Carlos Castillo Songül Tolan Kristian Lum | 2023/12/23 |
DSLA 2023 Facing the dangers of data illiteracy | SIGNIFICANCE | Joseph Cappelleri Julia Lee Kristian Lum Chaitra H Nagaraja Sudeshna Paul | 2023/10 |
De-biasing “bias” measurement | Kristian Lum Yunfeng Zhang Amanda Bower | 2022/6/21 | |
Characterizing patterns in police stops by race in Minneapolis from 2016 to 2021 | Journal of Ethnicity in criminal JusticE | Tuviere Onookome-Okome Jonah Gorondensky Eric Rose Jeffery Sauer Kristian Lum | 2022/4/3 |
Closer than they appear: A Bayesian perspective on individual-level heterogeneity in risk assessment | Journal of the Royal Statistical Society Series A: Statistics in Society | Kristian Lum David B Dunson James Johndrow | 2022/4 |
County-level algorithmic audit of racial bias in twitter's home timeline | arXiv preprint arXiv:2211.08667 | Luca Belli Kyra Yee Uthaipon Tantipongpipat Aaron Gonzales Kristian Lum | 2022/11/16 |
Random Isn't Always Fair: Candidate Set Imbalance and Exposure Inequality in Recommender Systems | arXiv preprint arXiv:2209.05000 | Amanda Bower Kristian Lum Tomo Lazovich Kyra Yee Luca Belli | 2022/9/12 |
Flipping the Script on Criminal Justice Risk Assessment: An actuarial model for assessing the risk the federal sentencing system poses to defendants | Mikaela Meyer Aaron Horowitz Erica Marshall Kristian Lum | 2022/6/21 | |
Algorithmic fairness: Choices, assumptions, and definitions | Annual Review of Statistics and Its Application | Shira Mitchell Eric Potash Solon Barocas Alexander D’Amour Kristian Lum | 2021/3 |
The 2021 RecSys challenge dataset: Fairness is not optional | Luca Belli Alykhan Tejani* Frank Portman* Alexandre Lung-Yut-Fong* Ben Chamberlain | 2021/10/1 | |
Removing the influence of group variables in high-dimensional predictive modelling | Journal of the Royal Statistical Society Series A: Statistics in Society | Emanuele Aliverti Kristian Lum James E Johndrow David B Dunson | 2021/7 |
It's compaslicated: The messy relationship between rai datasets and algorithmic fairness benchmarks | arXiv preprint arXiv:2106.05498 | Michelle Bao Angela Zhou Samantha Zottola Brian Brubach Sarah Desmarais | 2021/6/10 |
The epidemiological implications of jails for community, corrections officer, and incarcerated population risks from COVID-19 | Eric Lofgren Kristian Lum Aaron Horowitz Brooke Madubuonwu Kellen Myers | 2020/4/14 | |
The epidemiological implications of incarceration dynamics in jails for community, corrections officer, and incarcerated population risks from COVID-19 | MedRxiv | Eric Lofgren Kristian Lum Aaron Horowitz Brooke Madubuonwu Kellen Myers | 2020/4/14 |
Career story | Significance | Kristian Lum | 2020/12 |
The impact of overbooking on a pre-trial risk assessment tool | Kristian Lum Chesa Boudin Megan Price | 2020/1/27 | |
Estimating the number of SARS-CoV-2 infections and the impact of mitigation policies in the United States | Harvard Data Sci. Rev | James Johndrow Patrick Ball Maria Gargiulo Kristian Lum | 2020/11/23 |
Co-Authors
