Skip to content
conftrace_

top-k classification

7 papers

Explore in graph

Co-occurring keywords · papers mentioning both

cross-entropy loss (3) loss function (2) multi-object classification (1) noise robustness (1) probabilistic model (1) deep neural network (1) hinge loss (1) imbalanced classification (1) margin-based loss (1) h-consistency bound (1)

Papers

Cardinality-Aware Set Prediction and Top-k Classification NeurIPS 2024 Weighted Sampling without Replacement for Deep Top-k Classification ICML 2023 Consistent Polyhedral Surrogates for Top-k Classification and Variants ICML 2022 Differentiable Top-k Classification Learning ICML 2022 Stochastic smoothing of the top-K calibrated hinge loss for deep imbalanced classification ICML 2022 Smooth Loss Functions for Deep Top-k Classification ICLR 2018 Probabilistic n-Choose-k Models for Classification and Ranking NeurIPS 2012