Wang, Junhui

13 publications

NeurIPS 2024 On the Target-Kernel Alignment: A Unified Analysis with Kernel Complexity Chao Wang, Xin He, Yuwen Wang, Junhui Wang

JMLR 2024 Transfer Learning for Tensor Gaussian Graphical Models Mingyang Ren, Yaoming Zhen, Junhui Wang

JMLR 2023 Kernel-Based Estimation for Partially Functional Linear Model: Minimax Rates and Randomized Sketches Shaogao Lv, Xin He, Junhui Wang

JMLR 2022 Learning Linear Non-Gaussian Directed Acyclic Graph with Diverging Number of Nodes Ruixuan Zhao, Xin He, Junhui Wang

JMLR 2022 Projected Robust PCA with Application to Smooth Image Recovery Long Feng, Junhui Wang

NeurIPS 2021 Improved Learning Rates of a Functional Lasso-Type SVM with Sparse Multi-Kernel Representation Shaogao Lv, Junhui Wang, Jiankun Liu, Yong Liu

ECML-PKDD 2020 Learning from Crowds via Joint Probabilistic Matrix Factorization and Clustering in Latent Space Wuguannan Yao, Wonjung Lee, Junhui Wang

JMLR 2019 Smooth Neighborhood Recommender Systems Ben Dai, Junhui Wang, Xiaotong Shen, Annie Qu

JMLR 2016 Model-Free Variable Selection in Reproducing Kernel Hilbert Space Lei Yang, Shaogao Lv, Junhui Wang

JMLR 2013 Consistent Selection of Tuning Parameters via Variable Selection Stability Wei Sun, Junhui Wang, Yixin Fang

JMLR 2009 On Efficient Large Margin Semisupervised Learning: Method and Theory Junhui Wang, Xiaotong Shen, Wei Pan

AISTATS 2007 Efficient Large Margin Semisupervised Learning Junhui Wang

JMLR 2007 Large Margin Semi-Supervised Learning Junhui Wang, Xiaotong Shen