4 citations · 4 across the 5 of their papers we have counts for
4 papers · 1 filter
Machine Learning as Performative Materialist Practice: Thirteen Theses on the Epistemology, Methodology, and Politics of Applied ML
Adolfo De Unánue, Fernanda Sobrino
Machine learning practice in institutional decision-support contexts -- government, public policy, public health, criminal justice, resource allocation -- rests on a set of largely…
Designing AI for Prosecutorial Governance: Case Prioritization and Statutory Oversight in Mexico
Fernanda Sobrino, Adolfo De Unánue T., Edgar Hernández +7
Prosecutors across Mexico face growing backlogs due to high caseloads and limited institutional capacity. This paper presents a machine learning (ML) system co-developed with the Z…
A Machine Learning System for Retaining Patients in HIV Care
Avishek Kumar, Arthi Ramachandran, Adolfo De Unanue +7
Retaining persons living with HIV (PLWH) in medical care is paramount to preventing new transmissions of the virus and allowing PLWH to live normal and healthy lifespans. Maintaini…
A Clinical Approach to Training Effective Data Scientists
Kit T Rodolfa, Adolfo De Unanue, Matt Gee +1
Like medicine, psychology, or education, data science is fundamentally an applied discipline, with most students who receive advanced degrees in the field going on to work on pract…