Jianhui Chen

Exploiting Task-Feature Co-Clusters in Multi-Task Learning

2015 · Proceedings of the AAAI Conference on Artificial Intelligence

In multi-task learning, multiple related tasks are considered simultaneously, with the goal to improve the generalization performance by utilizing the intrinsic sharing of information across tasks. This paper presents a multi-task learning approach by modeling …

Ranking Relevance in Yahoo Search

2016

Search engines play a crucial role in our daily lives. Relevance is the core problem of a commercial search engine. It has attracted thousands of researchers from both academia and industry and has been studied …