Chen, Yihua

5 publications

NeurIPS 2024 Noisy Ostracods: A Fine-Grained, Imbalanced Real-World Dataset for Benchmarking Robust Machine Learning and Label Correction Methods Jiamian Hu, Yuanyuan Hong, Yihua Chen, He Wang, Moriaki Yasuhara

NeurIPS 2021 DSelect-K: Differentiable Selection in the Mixture of Experts with Applications to Multi-Task Learning Hussein Hazimeh, Zhe Zhao, Aakanksha Chowdhery, Maheswaran Sathiamoorthy, Yihua Chen, Rahul Mazumder, Lichan Hong, Ed Chi

NeurIPS 2010 Shadow Dirichlet for Restricted Probability Modeling Bela Frigyik, Maya Gupta, Yihua Chen

ICML 2009 Learning Kernels from Indefinite Similarities Yihua Chen, Maya R. Gupta, Benjamin Recht

JMLR 2009 Similarity-Based Classification: Concepts and Algorithms Yihua Chen, Eric K. Garcia, Maya R. Gupta, Ali Rahimi, Luca Cazzanti