Characterising the area under the curve loss function landscape.
Maximilian P. NiroomandConor T. CafollaJohn W. R. MorganDavid J. WalesPublished in: Mach. Learn. Sci. Technol. (2022)
Keyphrases
- loss function
- pairwise
- support vector
- logistic regression
- learning to rank
- empirical risk
- risk minimization
- regularization term
- decision trees
- boosting algorithms
- loss minimization
- hinge loss
- convex loss functions
- square loss
- reproducing kernel hilbert space
- solution path
- gradient boosting
- stochastic gradient descent
- web search