conftrace_

function learning

11 papers

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Co-occurring keywords · papers mentioning both

submodular function (3) generalization bound (2) covering number (2) average smoothness (2) local slope (2) gaussian process (2) in-context learning (2) gaussian processes (2) similarity-based learning (1) stochastic process (1)

Papers

Assessing the Limits of In-Context Learning beyond Functions using Partially Ordered Relation IJCNLP 2025 How Do Position Encodings Affect Length Generalization? Case Studies On In-Context Function Learning AAAI 2025 Functions with average smoothness: structure, algorithms, and learning JMLR 2024 PDENNEval: A Comprehensive Evaluation of Neural Network Methods for Solving PDEs IJCAI 2024 Functions with average smoothness: structure, algorithms, and learning COLT 2021 Learning Whenever Learning is Possible: Universal Learning under General Stochastic Processes JMLR 2021 Differentiable Submodular Maximization IJCAI 2018 Deep Submodular Functions: Definitions and Learning NeurIPS 2016 The Power of Optimization from Samples NeurIPS 2016 Bayesian optimization explains human active search NeurIPS 2013 Modeling human function learning with Gaussian processes NeurIPS 2008