2,000+ Free Courses with Certificates: Coding, AI, SQL, and More
AI, Data Science & Cloud Certificates from Google, IBM & Meta
Overview
AI, Data Science & Cloud Certificates from Google, IBM & Meta — 40% Off
One plan covers every Professional Certificate on Coursera. 40% off Coursera Plus Annual.
Unlock All Certificates
Explore a 33-minute lecture on data valuation techniques using perturbation-aware approaches, presented by Giulia Fanti from Carnegie Mellon University at the Simons Institute. Delve into information-theoretic methods for trustworthy machine learning and gain insights into advanced strategies for assessing the value of data in various computational contexts.
Syllabus
Data Valuation: A Perturbation-Aware Approach
Taught by
Simons Institute