conftrace_

complexity measure

11 papers

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Co-occurring keywords

large language model (13587) neural network (6616) generalization bound (652) sample complexity (1169) curriculum learning (633) effective dimension (14) sample-efficient learning (43) capacity measure (3) doubling dimension (10) cognitive load (23)

Papers

A two-scale Complexity Measure for Deep Learning Models NIPS 2024
Leveraging PAC-Bayes Theory and Gibbs Distributions for Generalization Bounds with Complexity Measures AISTATS 2024
Does the Order Matter? Curriculum Learning over Languages COLING 2024
A Notion of Complexity for Theory of Mind via Discrete World Models EMNLP 2024
Finding Generalization Measures by Contrasting Signal and Noise ICML 2023
Do Data-based Curricula Work? ACL 2022
Neuron with Steady Response Leads to Better Generalization NIPS 2022
Bellman Eluder Dimension: New Rich Classes of RL Problems, and Sample-Efficient Algorithms NIPS 2021
How does Weight Correlation Affect Generalisation Ability of Deep Neural Networks? NIPS 2020
Neural Complexity Measures NIPS 2020
Learnability and the doubling dimension NIPS 2006