Kristian Lum
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To predict and serve?
K Lum, W Isaac
Significance 13 (5), 14-19, 2016
Algorithmic fairness: Choices, assumptions, and definitions
S Mitchell, E Potash, S Barocas, A D'Amour, K Lum
Annual review of statistics and its application 8 (1), 141-163, 2021
An algorithm for removing sensitive information
JE Johndrow, K Lum
The Annals of Applied Statistics 13 (1), 189-220, 2019
Layers of bias: A unified approach for understanding problems with risk assessment
L Eckhouse, K Lum, C Conti-Cook, J Ciccolini
Criminal Justice and Behavior 46 (2), 185-209, 2019
Spatial quantile multiple regression using the asymmetric Laplace process
K Lum, AE Gelfand
Remission of type 2 diabetes after Roux-en-Y gastric bypass is associated with greater weight loss
BE Kadera, K Lum, J Grant, AD Pryor, DD Portenier, EJ DeMaria
Surgery for Obesity and Related Diseases 5 (3), 305-309, 2009
It's compaslicated: The messy relationship between rai datasets and algorithmic fairness benchmarks
M Bao, A Zhou, S Zottola, B Brubach, S Desmarais, A Horowitz, K Lum, ...
arXiv preprint arXiv:2106.05498, 2021
Applications of multiple systems estimation in human rights research
K Lum, ME Price, D Banks
The American Statistician 67 (4), 191-200, 2013
The contagious nature of imprisonment: an agent-based model to explain racial disparities in incarceration rates
K Lum, S Swarup, J Hawdon, S Eubank
Journal of the Royal Society Interface 11 (98), 20140409, 2014
Activity based energy demand modeling for residential buildings
R Subbiah, K Lum, A Marathe, M Marathe
2013 IEEE PES Innovative Smart Grid Technologies Conference (ISGT), 1-6, 2013
Measuring elusive populations with bayesian model averaging for multiple systems estimation: A case study on lethal violations in casanare, 1998-2007
K Lum, M Price, T Guberek, P Ball
Statistics, Politics, and Policy 1 (1), 2010
The epidemiological implications of incarceration dynamics in jails for community, corrections officer, and incarcerated population risks from COVID-19
E Lofgren, K Lum, A Horowitz, B Madubuonwu, K Myers, NH Fefferman
MedRxiv, 2020.04. 08.20058842, 2020
Modeling human behavior in the aftermath of a hypothetical improvised nuclear detonation
N Parikh, S Swarup, PE Stretz, CM Rivers, BL Lewis, MV Marathe, ...
Proceedings of the 2013 international conference on Autonomous agents and …, 2013
Limitations of mitigating judicial bias with machine learning
K Lum
Nature Human Behaviour 1 (7), 0141, 2017
Planning and response in the aftermath of a large crisis: An agent-based informatics framework
C Barrett, K Bisset, S Chandan, J Chen, Y Chungbaek, S Eubank, ...
2013 Winter Simulations Conference (WSC), 1515-1526, 2013
Estimating the number of SARS-CoV-2 infections and the impact of mitigation policies in the United States
J Johndrow, P Ball, M Gargiulo, K Lum
Harvard Data Sci. Rev 10, 2020
Diagonal orthant multinomial probit models
J Johndrow, D Dunson, K Lum
Artificial intelligence and statistics, 29-38, 2013
De-biasing “bias” measurement
K Lum, Y Zhang, A Bower
Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022
A two-stage, fitted values approach to activity matching
K Lum, Y Chungbaek, S Eubank, M Marathe
International Journal of Transportation 4 (1), 2016
Estimating undocumented homicides with two lists and list dependence
K Lum, P Ball
Human Rights Data Analysis Group 1, 2015
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