Panprediction: Optimal Predictions for Any Downstream Task and Loss

Sivaraman Balakrishnan, Nika Haghtalab, Daniel Hsu +2

Supervised learning is classically formulated as training a model to minimize a fixed loss function over a fixed distribution, or task. However, an emerging paradigm instead views…