A Heavy-Tailed Algebra for Probabilistic Programming

Feynman Liang, Liam Hodgkinson, Michael W. Mahoney

Despite the successes of probabilistic models based on passing noise through neural networks, recent work has identified that such methods often fail to capture tail behavior accur…