Methods

Methods

Toward Operationalizing a Pipeline-aware Approach to ML Fairness: A Research Agenda for Developing Practical Guidelines and Tools

ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization

September 2023

Methods

Estimation of Racial Disparities When Race is Not Observed

Working Paper

January 2023

Methods

Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset

arXiv

July 2022

Methods, Compliance

Mapping industrial poultry operations at scale with deep learning and aerial imagery

arXiv

December 2021

Methods, Policy

On the Opportunities and Risks of Foundation Models

arXiv

August 2021

Methods

Context-Aware Legal Citation Recommendation Using Deep Learning

ICAIL 2021

April 2021

Methods

When Does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset

ICAIL 2021

April 2021

Methods, Compliance

Temporal Cluster Matching for Change Detection of Structures from Satellite Imagery

ACM COMPASS

March 2021

Methods, Compliance

Is Yelp Actually Cleaning Up the Restaurant Industry? A Re-Analysis on the Relative Usefulness of Consumer Reviews

WWW Proceedings

May 2019

Methods, Compliance, Policy

Making Street-Level Bureaucracy Work: Safer Food in Seattle and King County

Evidence Works: Cases Where Evidence Meaningfully Informed Policy

January 2019