mccormick.northwestern.edu

Examining Algorithmic Fairness and Accountability

The accuracy and robustness of computational models is only one side of the equation. The field of algorithmic fairness and accountability investigates the decision-making capabilities of data-driven ...
The American Journal of Managed Care

Predictive Models for Low Birth Weight: A Comparative Analysis of Algorithmic Fairness–Improving Approaches

This study compared 6 algorithmic fairness–improving approaches for low-birth-weight predictive models and found that they improved accuracy but decreased sensitivity for Black populations. Objective: ...
Harvard Medical School

Escaping the Impossibility of Fairness: From Formal to Substantive Algorithmic Fairness

BKC Faculty Associate Ben Green writes about the challenge of creating equitable policy reforms around algorithmic fairness. “Efforts to promote equitable public policy with algorithms appear to be ...
ascopubs.org

Assessing Algorithmic Fairness With a Multimodal Artificial Intelligence Model in Men of African and Non-African Origin on NRG Oncology Prostate Cancer Phase III Trials

In total, 5,708 patients from five randomized phase III trials were included. Two MMAI algorithms were evaluated: (1) the distant metastasis (DM) MMAI model optimized to predict risk of DM, and (2) ...
Rochester Institute of Technology

Algorithmic Fairness, Ethics, and Bias

This research area examines how individuals perceive fairness in algorithmic decision-making and how these perceptions affect the acceptance and adoption of AI systems. We investigate various fairness ...
Harvard Business School

USC's Kalinda Ukanwa Predicts Biased Algorithms 'To Be Less Profitable' Over Long Run

Part 2, Digital Inequality Series: Under what conditions can artificial intelligence benefit all of society vs. just a few people? Kalinda Ukanwa, a quantitative marketing scholar at the University of ...
Nextgov

Building fairness into AI is crucial – and hard to get right

Get the latest federal technology news delivered to your inbox. With this transformative power, however, comes a significant responsibility: the need to ensure that these technologies are developed ...
JD Supra

Pricing Algorithms - Price Tags and Personal and Competitor Data: States Step Up Algorithmic Pricing Regulation

As price-setting by computer algorithm becomes increasingly prevalent, states are stepping in to address transparency and fairness concerns that federal legislation has yet to comprehensively tackle.