2025
SOREL: A Stochastic Algorithm for Spectral Risks Minimization
ICLR 2025poster
The spectral risk has wide applications in machine learning, especially in real-world decision-making, where people are concerned with more than just average model performance. By assigning different weights to the losses of different sample points, rather than the same weights as in the empirical r…