Nicolò Cesa‐Bianchi

Of Dice and Games: A Theory of Generalized Boosting

2024 · arXiv (Cornell University)

Cost-sensitive loss functions are crucial in many real-world prediction problems, where different types of errors are penalized differently; for example, in medical diagnosis, a false negative prediction can lead to worse consequences than a false …