Dany Haddad

Noise tolerance of learning to rank under class-conditional label noise

2022 · arXiv (Cornell University)

Often, the data used to train ranking models is subject to label noise. For example, in web-search, labels created from clickstream data are noisy due to issues such as insufficient information in item descriptions on …