SoftAdapt: Techniques for Adaptive Loss Weighting of Neural Networks with Multi-Part Loss Functions.
A. Ali HeydariCraig A. ThompsonAsif MehmoodPublished in: CoRR (2019)
Keyphrases
- loss function
- hinge loss
- neural network
- convex loss functions
- pairwise
- logistic regression
- loss minimization
- support vector
- learning to rank
- square loss
- risk minimization
- squared error
- artificial neural networks
- back propagation
- graphical models
- similarity measure
- convex optimization
- reproducing kernel hilbert space
- boosting algorithms
- bregman divergences
- feature selection
- information retrieval