@article{densityratiolossesforposthoclearningtode, title = {Density-Ratio Losses for Post-Hoc Learning to Defer}, author = {Alexander Soen and Ragnar Thobaben and Joakim Jaldén and Richard Nock}, year = {2026}, eprint = {2605.19557}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.19557}, }