Variance Reduction Can Improve Trade-Off in Multi-Objective Learning
Author:
Affiliation:
1. Rensselaer Polytechnic Institute,Troy,NY,USA
2. IBM T. J. Watson Research Center,Yorktown Heights,NY,USA
3. Cisco Systems,San Jose,CA,USA
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10445798/10445803/10446038.pdf?arnumber=10446038
Reference32 articles.
1. Three-way trade-off in multi-objective learning: Optimization, generalization and conflict-avoidance;Chen,2023
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3. Advantages of Task-Specific Multi-Objective Optimisation in Evolutionary Robotics
4. Scaling laws for multilingual neural machine translation;Fernandes,2023
5. Multiple-gradient Descent Algorithm (MGDA) for Multi-objective Optimization;Désidéri;Comptes Rendus Mathematique,2012
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