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The Algorithmic Foundations of Adaptive Data Analysis

Fall 2017, Taught at Penn and BU

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Author: adamdsmith

Finalizing the class notes

May 9, 2018 ~ adamdsmith ~ Leave a comment

We finally added the last set of lecture notes to this web site for our Fall 2017 course. We hope that we will get a chance to turn these into some kind of monograph in the future but, for now, the lecture notes are what we have. If you have comments or would like to point out omissions or corrections, let us know!

 

Lecture Notes

Lecture 1

Lecture 2

Lecture 3

Lecture 4 (Sep. 18 draft)

Lecture 5 (Sep. 18 draft)

Lecture 6 (draft)

Lectures 7-10 (Oct. 13 draft)

Lecture 11 (draft)

Lecture 12 (draft)

Lecture 13 (draft)

Lecture 14 (draft)

Lecture 15-16 (draft)

Lecture 17-18 (draft)

Lecture 19 (draft)

Lecture 20 (draft)

Lecture 21 (survey)

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