Perspective-Aware Loss Function for Crowd Density Estimation.
Bedir YilmazVen Jyn KokMei Kuan LimSiti Norul Huda Sheikh AbdullahPublished in: MVA (2019)
Keyphrases
- loss function
- pairwise
- support vector
- logistic regression
- risk minimization
- regularization term
- convex loss functions
- loss minimization
- boosting framework
- empirical risk
- reproducing kernel hilbert space
- learning to rank
- hinge loss
- stochastic gradient descent
- boosting algorithms
- bayes rule
- gradient boosting
- information retrieval
- pairwise constraints
- solution path
- least squares