• Anything by: John Duchi, Aaditya Ramdas
• Excellent notes on Non-linear Optimization.
• Excellent Books and Surveys: Fairness in Machine Learning, Performative Prediction.
• A useful resource sheet for foundations of Statistics (github).
• Older blog posts: