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All publications by Jian Zhang
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Message Passing Inference for Large Scale Graphical Models with High Order Potentials
Jian Zhang, Alex Schwing and Raquel Urtasun
Advances in Neural Information Processing Systems 27, 2014


Multiple Instance Learning on Structured Data
Dan Zhang, Yan Liu, Luo Si, Jian Zhang and Richard D. Lawrence
Advances in Neural Information Processing Systems 24, 2011


The Group Dantzig Selector
Han Liu, Jian Zhang, Xiaoye Jiang and Jun Liu
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Blockwise coordinate descent procedures for the multi-task lasso, with applications to neural semantic basis discovery
Han Liu, Mark Palatucci and Jian Zhang
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Estimation Consistency of the Group Lasso and its Applications
Han Liu and Jian Zhang
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS-09), 2009


On the value of pairwise constraints in classification and consistency
Jian Zhang and Rong Yan
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


A smoothed boosting algorithm using probabilistic output codes
Rong Jin and Jian Zhang
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


Learning Multiple Related Tasks using Latent Independent Component Analysis
Jian Zhang, Zoubin Ghahramani and Yiming Yang
Advances in Neural Information Processing Systems 18, 2005


Probabilistic score estimation with piecewise logistic regression
Jian Zhang and Yiming Yang
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004


A Probabilistic Model for Online Document Clustering with Application to Novelty Detection
Jian Zhang, Zoubin Ghahramani and Yiming Yang
Advances in Neural Information Processing Systems 17, 2004


A Faster Iterative Scaling Algorithm for Conditional Exponential Model
Rong Jin, Rong Yan, Jian Zhang and Alexander G. Hauptmann
Proceedings of the 20th International Conference on Machine Learning (ICML-03), 2003