conftrace_

h-consistency bound

8 papers

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Also known as

H-CONSISTENCY

Co-occurring keywords · papers mentioning both

surrogate loss (7) neural network (2) loss function (2) bipartite ranking (2) bayes consistency (2) multi-class classification (2) adversarial robustness (2) comp-sum loss (1) abstention loss (1) ranking surrogate loss (1)

Papers

Enhanced H-Consistency Bounds ALT 2025 Mastering Multiple-Expert Routing: Realizable H-Consistency and Strong Guarantees for Learning to Defer ICML 2025 Cardinality-Aware Set Prediction and Top-k Classification NeurIPS 2024 Multi-Label Learning with Stronger Consistency Guarantees NeurIPS 2024 H-Consistency Bounds for Pairwise Misranking Loss Surrogates ICML 2023 Cross-Entropy Loss Functions: Theoretical Analysis and Applications ICML 2023 Theoretically Grounded Loss Functions and Algorithms for Adversarial Robustness AISTATS 2023 Multi-Class H-Consistency Bounds NeurIPS 2022