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Kristian Lum
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To predict and serve?
K Lum, W Isaac
Significance 13 (5), 14-19, 2016
5102016
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, 141-163, 2021
267*2021
An algorithm for removing sensitive information: application to race-independent recidivism prediction
JE Johndrow, K Lum
The Annals of Applied Statistics 13 (1), 189-220, 2019
226*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
1192019
Spatial quantile multiple regression using the asymmetric Laplace process
K Lum, AE Gelfand
Bayesian Analysis 7 (2), 235-258, 2012
1082012
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
1082009
Applications of multiple systems estimation in human rights research
K Lum, ME Price, D Banks
The American Statistician 67 (4), 191-200, 2013
652013
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
472010
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
452014
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
442013
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
412013
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, N Fefferman
MedRxiv, 2020
402020
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
352021
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
322013
Limitations of mitigating judicial bias with machine learning
K Lum
Nature Human Behaviour 1 (7), 1-1, 2017
292017
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
27*2020
Diagonal orthant multinomial probit models
J Johndrow, D Dunson, K Lum
Artificial Intelligence and Statistics, 29-38, 2013
272013
A two-stage, fitted values approach to activity matching
K Lum, Y Chungbaek, S Eubank, M Marathe
International Journal of Transportation 4 (1), 2016
222016
Estimating undocumented homicides with two lists and list dependence
K Lum, P Ball
Human Rights Data Analysis Group 1, 2015
222015
Spontaneous resolution of a 13-mm Chiari malformation Type I in relation to differential growth of the posterior fossa volume: Case report
B Waldau, LF Domeshek, FA Leigh, KC Lum, HE Fuchs, JR Marcus, ...
Journal of Neurosurgery: Pediatrics 3 (2), 110-114, 2009
222009
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