Learning Probabilistic Ordinal Embeddings for Uncertainty-Aware Regression

Wanhua Li, Xiaoke Huang, Jiwen Lu +2

Uncertainty is the only certainty there is. Modeling data uncertainty is essential for regression, especially in unconstrained settings. Traditionally the direct regression formula…