Long-Tail Theory under Gaussian Mixtures

Arman Bolatov, Maxat Tezekbayev, Igor Melnykov +3

We suggest a simple Gaussian mixture model for data generation that complies with Feldman's long tail theory (2020). We demonstrate that a linear classifier cannot decrease the gen…