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Statistics related books

Don’t read too fast, avoid getting frustrated.

All of Statistics

Notes, code and problems of All of Statistics from Larry Wasserman

CS229MachineLearning

Course project of Stanford CS229 Machine Learning. Can also be found: report poster

CS221AI

Course project of Stanford CS221 AI poster report

Papers

GAN

Intriguing properties of neural networks, Szegedy et al.
Explaining and harnessing adversarial examples, Ian Goodfellow et el. Adversarial examples in the physical world, Alexay Kurakin, Ian Goodfellow, et el. SafetyNet: Detecting and Rejecting Adversarial Examples Robustly, Lu et el. Adversarial logit pairing, Kannan et el.

NLP

Statistics

// Efficient Global Optimization of Expensive Black-Box Functions Snoek, Larochelle, Adams, 2012

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Machine Learning, AI, Data Science, Statistics

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