Multi-Task Bias-Variance Trade-Off Through Functional Constraints-Reference-Cited by-同舟云学术

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Multi-Task Bias-Variance Trade-Off Through Functional Constraints

Published:2023-06-04 Issue: Volume: Page:
ISSN:
Container-title:ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
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Author:

Cerviño Juan¹,Bazerque Juan Andrés²,Calvo-Fullana Miguel³,Ribeiro Alejandro¹

Affiliation:

1. University of Pennsylvania,Dept. of Electrical and Systems Engineering,Philadelphia,USA

2. University of Pittsburgh,Dept. of Electrical and Computer Engineering,Pittsburgh,USA

3. Universitat Pompeu Fabra,Dept. of Information and Communication Technologies,Barcelona,Spain

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10094559/10094560/10094811.pdf?arnumber=10094811

Reference31 articles.

1. Which tasks should be learned together in multi-task learningƒ;standley;International Conference on Machine Learning,2020

2. Task Adaptive Parameter Sharing for Multi-Task Learning

3. A convex formulation for learning task relationships in multi-task learning;zhang;arXiv preprint arXiv 1203 3536,2012

4. Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts

5. Multi-task Supervised Learning via Cross-learning

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