Princeton University

CITP Lecture: Amanda Coston - Responsible Machine Learning through the Lens of Causal Inference

Machine learning algorithms are widely used for decision making in societally high-stakes settings from child welfare and criminal justice to healthcare and consumer lending. Recent history has ...
Harvard Business School

Regulatory Oversight, Causal Inference, and Safe and Effective Health Care Machine Learning

Stern, Ariel Dora, and W. Nicholson Price, II. "Regulatory Oversight, Causal Inference, and Safe and Effective Health Care Machine Learning." Biostatistics 21, no. 2 ...
VentureBeat

Why machine learning struggles with causality

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More When you look at a baseball player hitting the ball, you can make ...
Harvard Business School

Neyman Meets Causal Machine Learning: Experimental Evaluation of Individualized Treatment Rules

Li, Michael Lingzhi, and Kosuke Imai. "Neyman Meets Causal Machine Learning: Experimental Evaluation of Individualized Treatment Rules." Journal of Causal Inference 12, no. 1 (2024).
Wired

New Machine Learning Inference Benchmarks

*It'll be a lot less handwavey now. This isn't exactly hot news, but I like the specialized industry jargon here. *It's a press release. 6/24/19: New Machine Learning Inference Benchmarks Assess ...
ZDNet

AWS advances machine learning with new chip, elastic inference

The launch of Amazon Elastic Inference lets customers add GPU acceleration to any EC2 instance for faster inference at 75 percent savings. Typically, the average utilization of GPUs during inference ...
VentureBeat

Membership inference attacks detect data used to train machine learning models

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More One of the wonders of machine learning is that it turns any kind of data ...