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Verifiable Data Science via Interactive Proofs

Offered By: Simons Institute via YouTube

Tags

Data Science Courses Machine Learning Courses Cryptography Courses Algorithms Courses Statistical Analysis Courses Computational Complexity Courses Probabilistic Methods Courses

Course Description

Overview

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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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