A Comparative Study of Loss Functions: Traffic Predictions in Regular and Congestion Scenarios.
Yangxinyu XieTanwi MallickPublished in: CoRR (2023)
Keyphrases
- loss function
- traffic volume
- traffic congestion
- congestion control
- network traffic
- pairwise
- support vector
- logistic regression
- empirical risk
- squared error
- learning to rank
- air traffic
- loss minimization
- traffic flow
- hinge loss
- update rules
- convex loss functions
- reproducing kernel hilbert space
- road network
- travel time
- risk minimization
- bregman divergences
- learning theory