390 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Shanghai Jiao Tong UniversityCN14 papers
- Fudan UniversityCN3 papers
- Huazhong University of Science and TechnologyCN3 papers
- ShanghaiTech UniversityCN3 papers
- Tongji HospitalCN3 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- Chinese University of Hong KongHK2 papers
- Collaborative Innovation Center of Advanced MicrostructuresCN2 papers
- Jilin UniversityCN2 papers
- Laboratoire Charles CoulombFR2 papers
- Nanjing UniversityCN2 papers
- Nanjing University of Science and TechnologyCN2 papers
3 papers · 1 filter
Automated Contrastive Learning Strategy Search for Time Series
Baoyu Jing, Yansen Wang, Guoxin Sui +5
In recent years, Contrastive Learning (CL) has become a predominant representation learning paradigm for time series. Most existing methods manually build specific CL Strategies (C…
Federated Learning Enables Big Data for Rare Cancer Boundary Detection
Sarthak Pati, Ujjwal Baid, Brandon Edwards +276
Although machine learning (ML) has shown promise in numerous domains, there are concerns about generalizability to out-of-sample data. This is currently addressed by centrally shar…
Task-wise Split Gradient Boosting Trees for Multi-center Diabetes Prediction
Mingcheng Chen, Zhenghui Wang, Zhiyun Zhao +14
Diabetes prediction is an important data science application in the social healthcare domain. There exist two main challenges in the diabetes prediction task: data heterogeneity si…