conftrace_

top-k classification

6 papers

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Co-occurring keywords

loss function (462) cross-entropy loss (151) multi-object classification (1) probabilistic model (476) hinge loss (49) imbalanced classification (77) h-consistency bound (6) categorical datum (30) noisy datum (44) polyhedral surrogate (3)

Papers

Cardinality-Aware Set Prediction and Top-$k$ Classification NIPS 2024
Weighted Sampling without Replacement for Deep Top-$k$ Classification ICML 2023
Differentiable Top-k Classification Learning ICML 2022
Stochastic smoothing of the top-K calibrated hinge loss for deep imbalanced classification ICML 2022
Consistent Polyhedral Surrogates for Top-k Classification and Variants ICML 2022
Probabilistic n-Choose-k Models for Classification and Ranking NIPS 2012