Verifiable Data Science via Interactive Proofs
Offered By: Simons Institute via YouTube
Course Description
Overview
Explore the cutting-edge intersection of data science and cryptography in this hour-long lecture by Guy Rothblum from Apple, presented at the Workshop on Local Algorithms (WoLA). Delve into the concept of verifiable data science through interactive proofs, gaining insights into how cryptographic techniques can enhance the reliability and trustworthiness of data analysis processes. Learn about the potential applications and implications of this innovative approach for ensuring the integrity of scientific results in an era of big data and complex algorithms.
Syllabus
Verifiable Data Science via Interactive Proofs
Taught by
Simons Institute
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