| To predict and serve? K Lum, W Isaac Significance 13 (5), 14-19, 2016 | 798 | 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 | 734* | 2021 |
| An algorithm for removing sensitive information JE Johndrow, K Lum The Annals of Applied Statistics 13 (1), 189-220, 2019 | 305* | 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 | 198 | 2019 |
| Spatial quantile multiple regression using the asymmetric Laplace process K Lum, AE Gelfand | 131 | 2012 |
| 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 | 118 | 2021 |
| 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 | 112 | 2009 |
| Applications of multiple systems estimation in human rights research K Lum, ME Price, D Banks The American Statistician 67 (4), 191-200, 2013 | 79 | 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 | 55 | 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 | 53 | 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 | 50 | 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 | 45 | 2020 |
| Limitations of mitigating judicial bias with machine learning K Lum Nature Human Behaviour 1 (7), 0141, 2017 | 40 | 2017 |
| 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 | 40 | 2013 |
| 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 | 37 | 2013 |
| De-biasing “bias” measurement K Lum, Y Zhang, A Bower Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022 | 34 | 2022 |
| 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 | 34* | 2020 |
| Diagonal orthant multinomial probit models J Johndrow, D Dunson, K Lum Artificial intelligence and statistics, 29-38, 2013 | 31 | 2013 |
| A two-stage, fitted values approach to activity matching K Lum, Y Chungbaek, S Eubank, M Marathe International Journal of Transportation 4 (1), 2016 | 28 | 2016 |
| Estimating undocumented homicides with two lists and list dependence K Lum, P Ball Human Rights Data Analysis Group 1, 2015 | 27 | 2015 |
James JohndrowAssistant Professor, Department of Statistics, University of Pennsylvaniaכתובת אימייל מאומתת בדומיין wharton.upenn.edu