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Explore the intricacies of learning Ising models from varying sample sizes in this hour-long lecture by MIT's Costis Daskalakis. Delve into the challenges and techniques of learning and testing in high-dimensional spaces, focusing on the impact of sample quantity on model accuracy and efficiency. Gain insights into the mathematical foundations and practical applications of Ising models across different disciplines.
Syllabus
Learning Ising Models from One, Ten or a Thousand Samples
Taught by
Simons Institute