Published in , 1900
Posts by Collection
portfolio
publications
Broader issues surrounding model transparency in criminal justice risk scoring
Published in Harvard Data Science Review, 2020
A rejoinder to “The age of secrecy and unfairness in criminal recidivism prediction”.
Recommended citation: Cynthia Rudin, Caroline Wang, Beau Coker (2020). "Broader issues surrounding model transparency in criminal justice risk scoring." HDSR. 2(1). https://hdsr.mitpress.mit.edu/pub/8jy98s9q/release/1
In pursuit of interpretable, fair and accurate machine learning for criminal recidivism prediction
Published in Journal of Quantitative Criminology, 2022
Designing interpretable machine learning models to predict criminal recidivism.
Recommended citation: Caroline Wang, Bin Han , Bhrij Patel, Feroze Mohideen, Cynthia Rudin (2022). "In pursuit of interpretable, fair and accurate machine learning for criminal recidivism prediction." Journal of Quantitative Criminology. https://link.springer.com/article/10.1007/s10940-022-09545-w
DM$^2$: Distributed multi-agent reinforcement learning via distribution matching
Published in Preprint, 2022
DM$^2$ allows a team of agents to perform cooperative tasks by independently imitating corresponding experts agents from a team of experts.
Recommended citation: Caroline Wang, Ishan Durugkar, Elad Liebman, Peter Stone (2022). "DM$^2$: Distributed multi-agent reinforcement learning via distribution matching" arXiv preprint.
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
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