most citedOptimal Convergence Rates of Deep Convolutional Neural Networks: Additive Ridge Functions

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Fair Bayes-Optimal Classifiers Under Predictive Parity

Xianli Zeng, Edgar Dobriban, Guang Cheng

Increasing concerns about disparate effects of AI have motivated a great deal of work on fair machine learning. Existing works mainly focus on independence- and separation-based me…