no code implementations • 29 Sep 2022 • Danni Peng, Sinno Jialin Pan
To address the distribution shifts between training and test data, domain generalization (DG) leverages multiple source domains to learn a model that generalizes well to unseen domains.
1 code implementation • 8 Nov 2021 • Danni Peng, Sinno Jialin Pan, Jie Zhang, AnXiang Zeng
Recommender Systems (RSs) in real-world applications often deal with billions of user interactions daily.
1 code implementation • 29 Sep 2021 • Danni Peng, Sinno Pan
To enable effective learning of new tasks with only few samples, meta-learning acquires common knowledge from the existing tasks with a globally shared meta-learner.