conftrace_

consistent loss

2 papers

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Co-occurring keywords · papers mentioning both

classifier deferral (1) underfitting mitigation (1) learning to defer (1) expert consultation (1) loss function (1) regret bound (1) regret transfer (1) surrogate loss (1) multi-class classification (1) embedding learning (1)

Papers

Mitigating Underfitting in Learning to Defer with Consistent Losses AISTATS 2024 Trading off Consistency and Dimensionality of Convex Surrogates for Multiclass Classification NeurIPS 2024