Concepedia

Multi-Task Learning with User Preferences: Gradient Descent with Controlled Ascent in Pareto Optimization

Debabrata Mahapatra, Vaibhav Rajan

International Conference on Machine Learning · 2020 · 38 citations · 22 references

Concepts

References

22

Multitask Learning

Rich Caruana · Machine Learning · 1997 · 6.3K citations · Full text

Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

Kashif Rasul, Roland Vollgraf · arXiv (Cornell University) · 2017 · 6.1K citations · Full text

, , +10

Survey of multi-objective optimization methods for engineering

R. Timothy Marler, Jasbir S. Arora · Structural and Multidisciplinary Optimization · 2004 · 4.6K citations

, , +12

An Overview of Multi-Task Learning in Deep Neural Networks

Sebastian Ruder · arXiv (Cornell University) · 2017 · 2.4K citations · Full text

, , +14

Multi-Task Deep Neural Networks for Natural Language Understanding

Xiaodong Liu, Pengcheng He, Weizhu Chen et al. · 2019 · 1.1K citations · Full text

, , +15