Leying Guan

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 6

Top Topics

Fold Cross Validation

Unsupervised Learning

Feature Importance

Top Venues

J. Comput. Graph. Stat.

Publications

Leying Guan
Smooth and Probabilistic PARAFAC Model with Auxiliary Covariates. J. Comput. Graph. Stat. 33 (2) (2024)
Yuheng Lai, Leying Guan
Flexible Fairness Learning via Inverse Conditional Permutation. CoRR (2024)
Yujin Han, Mingwenchan Xu, Leying Guan
Conformalized Semi-supervised Random Forest for Classification and Abnormality Detection. AISTATS (2024)
Yujin Han, Mingwenchan Xu, Leying Guan
Conformalized semi-supervised random forest for classification and abnormality detection. CoRR (2023)
Yujin Han, Leying Guan
GAN-based federated learning for label protection in binary classification. CoRR (2023)
Ye Henry Li, Dangna Li, Nikolay Samusik, Xiaowei Wang, Leying Guan, Garry P. Nolan, Wing Hung Wong
Scalable multi-sample single-cell data analysis by Partition-Assisted Clustering and Multiple Alignments of Networks. PLoS Comput. Biol. 13 (12) (2017)
Leying Guan, Qian Yang, Mengting Gu, Liang Chen, Xuegong Zhang
Exon expression QTL (eeQTL) analysis highlights distant genomic variations associated with splicing regulation. Quant. Biol. 2 (2) (2014)