research
∙
05/11/2023
When the Majority is Wrong: Leveraging Annotator Disagreement for Subjective Tasks
Though majority vote among annotators is typically used for ground truth...
share
research
∙
04/13/2023
Difficult Lessons on Social Prediction from Wisconsin Public Schools
Early warning systems (EWS) are prediction algorithms that have recently...
research
∙
10/06/2022
A Theory of Dynamic Benchmarks
Dynamic benchmarks interweave model fitting and data collection in an at...
research
∙
09/08/2022
Lost in Translation: Reimagining the Machine Learning Life Cycle in Education
Machine learning (ML) techniques are increasingly prevalent in education...
research
∙
06/19/2022
Adversarial Scrutiny of Evidentiary Statistical Software
The U.S. criminal legal system increasingly relies on software output to...
research
∙
03/23/2022
An Algorithmic Introduction to Savings Circles
Rotating savings and credit associations (roscas) are informal financial...
research
∙
03/01/2021
Narratives and Counternarratives on Data Sharing in Africa
As machine learning and data science applications grow ever more prevale...
research
∙
04/14/2020
Quantifying Community Characteristics of Maternal Mortality Using Social Media
While most mortality rates have decreased in the US, maternal mortality ...
research
∙
12/10/2019
Roles for Computing in Social Change
A recent normative turn in computer science has brought concerns about f...
research
∙
03/19/2019
A Truthful Cardinal Mechanism for One-Sided Matching
We consider the design of randomized mechanisms for one-sided matching m...
research
∙
10/21/2018
Mechanism Design for Social Good
Across various domains--such as health, education, and housing--improvin...
research
∙
06/14/2018
Using Search Queries to Understand Health Information Needs in Africa
The lack of comprehensive, high-quality health data in developing nation...
research
∙
02/20/2018
Simplicial Closure and Higher-order Link Prediction
Networks provide a powerful formalism for modeling complex systems, by r...
research
∙
01/24/2018
Opinion Dynamics with Varying Susceptibility to Persuasion
A long line of work in social psychology has studied variations in peopl...
research
∙
09/13/2017
Mitigating Overexposure in Viral Marketing
In traditional models for word-of-mouth recommendations and viral market...
research
∙
11/20/2016