The Bias-Expressivity Trade-off

Author:

Lauw Julius1,Macias Dominique1,Trikha Akshay1,Vendemiatti Julia1,Montañez George1

Affiliation:

1. AMISTAD Lab, Department of Computer Science, Harvey Mudd College, Claremont, CA 91711, U.S.A., --- Select a Country ---

Publisher

SCITEPRESS - Science and Technology Publications

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Bounding Generalization Error Through Bias and Capacity;2022 International Joint Conference on Neural Networks (IJCNN);2022-07-18

2. Vectorization of Bias in Machine Learning Algorithms;Proceedings of the 14th International Conference on Agents and Artificial Intelligence;2022

3. Trading Bias for Expressivity in Artificial Learning;Lecture Notes in Computer Science;2021

4. An Information-Theoretic Perspective on Overfitting and Underfitting;AI 2020: Advances in Artificial Intelligence;2020

5. Limits of Transfer Learning;Machine Learning, Optimization, and Data Science;2020

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