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All publications by Jinbo Xu
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Learning Scale-Free Networks by Dynamic Node Specific Degree Prior
Qingming Tang, Siqi Sun and Jinbo Xu
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Learning structured densities via infinite dimensional exponential families
Siqi Sun, Mladen Kolar and Jinbo Xu
Advances in Neural Information Processing Systems 28, 2015


Approximate Inference by Intersecting Semidefinite Bound and Local Polytope
Jian Peng, Tamir Hazan, Nathan Srebro and Jinbo Xu
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


A Two-Graph Guided Multi-task Lasso Approach for eQTL Mapping
Xiaohui Chen, Xinghua Shi, Xing Xu, Zhiyong Wang, Ryan Mills, Charles Lee and Jinbo Xu
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Conditional Neural Fields
Jian Peng, Liefeng Bo and Jinbo Xu
Advances in Neural Information Processing Systems 22, 2009