Zhong, Kai

14 publications

JMLR 2022 PECOS: Prediction for Enormous and Correlated Output Spaces Hsiang-Fu Yu, Kai Zhong, Jiong Zhang, Wei-Cheng Chang, Inderjit S. Dhillon

NeurIPS 2019 Provable Non-Linear Inductive Matrix Completion Kai Zhong, Zhao Song, Prateek Jain, Inderjit S Dhillon

ICML 2018 Binary Classification with Karmic, Threshold-Quasi-Concave Metrics Bowei Yan, Sanmi Koyejo, Kai Zhong, Pradeep Ravikumar

NeurIPS 2018 MixLasso: Generalized Mixed Regression via Convex Atomic-Norm Regularization Ian En-Hsu Yen, Wei-Cheng Lee, Kai Zhong, Sung-En Chang, Pradeep K Ravikumar, Shou-De Lin

AISTATS 2017 Fast Classification with Binary Prototypes Kai Zhong, Ruiqi Guo, Sanjiv Kumar, Bowei Yan, David Simcha, Inderjit S. Dhillon

ICML 2017 Recovery Guarantees for One-Hidden-Layer Neural Networks Kai Zhong, Zhao Song, Prateek Jain, Peter L. Bartlett, Inderjit S. Dhillon

NeurIPS 2016 Coordinate-Wise Power Method Qi Lei, Kai Zhong, Inderjit S Dhillon

NeurIPS 2016 Dual Decomposed Learning with Factorwise Oracle for Structural SVM of Large Output Domain Ian En-Hsu Yen, Xiangru Huang, Kai Zhong, Ruohan Zhang, Pradeep K Ravikumar, Inderjit S Dhillon

NeurIPS 2016 Mixed Linear Regression with Multiple Components Kai Zhong, Prateek Jain, Inderjit S Dhillon

ICML 2016 PD-Sparse : A Primal and Dual Sparse Approach to Extreme Multiclass and Multilabel Classification Ian En-Hsu Yen, Xiangru Huang, Pradeep Ravikumar, Kai Zhong, Inderjit Dhillon

ICML 2015 A Convex Exemplar-Based Approach to MAD-Bayes Dirichlet Process Mixture Models En-Hsu Yen, Xin Lin, Kai Zhong, Pradeep Ravikumar, Inderjit Dhillon

ALT 2015 Efficient Matrix Sensing Using Rank-1 Gaussian Measurements Kai Zhong, Prateek Jain, Inderjit S. Dhillon

NeurIPS 2015 Sparse Linear Programming via Primal and Dual Augmented Coordinate Descent Ian En-Hsu Yen, Kai Zhong, Cho-Jui Hsieh, Pradeep K Ravikumar, Inderjit S Dhillon

NeurIPS 2014 Proximal Quasi-Newton for Computationally Intensive L1-Regularized M-Estimators Kai Zhong, Ian En-Hsu Yen, Inderjit S Dhillon, Pradeep K Ravikumar