conftrace_

function learning

11 papers

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Co-occurring keywords

submodular function (121) generalization bound (652) covering number (34) average smoothness (4) gaussian process (1200) in-context learning (1405) gaussian processes (89) similarity-based learning (6) stochastic process (388) human decision-making (11)

Papers

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