1 code implementation • 24 Dec 2021 • Honguk Woo, Hyunsung Lee, Sangwoo Cho
While several COPs can be formulated as the prioritization of input items, as is common in the information retrieval, it has not been fully explored how the learning-to-rank techniques can be incorporated into deep RL for COPs.
no code implementations • 5 Dec 2020 • Hyunsung Lee, Michael Wang, Honguk Woo
Deep Learning has been recently recognized as one of the feasible solutions to effectively address combinatorial optimization problems, which are often considered important yet challenging in various research domains.
no code implementations • 30 Aug 2020 • Hyunsung Lee, Yeongjae Jang, Jaekwang Kim, Honguk Woo
A recommender system generates personalized recommendations for a user by computing the preference score of items, sorting the items according to the score, and filtering top-K items with high scores.
no code implementations • 19 Aug 2020 • Hyunsung Lee
Storage systems for cloud computing merge a large number of commodity computers into a single large storage pool.