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bayes optimality

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swap regret (1) weak learning assumption (1) token sparsity (1) graph neural network (1) neural network (1) squared error (1) vertex nomination (1) consistent surrogate loss (1) deferral principle (1) dependent bayes optimality (1)

Papers

Attention layers provably solve single-location regression ICLR 2025 Exploiting Human-AI Dependence for Learning to Defer ICML 2024 Multicalibration as Boosting for Regression ICML 2023 Optimality of Message-Passing Architectures for Sparse Graphs NeurIPS 2023 On the consistency of top-k surrogate losses ICML 2020 On Consistent Vertex Nomination Schemes JMLR 2019