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All publications by Yuhong Guo
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Latent Semantic Representation Learning for Scene Classification
Xin Li and Yuhong Guo
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


A Novel Two-Step Method for Cross Language Representation Learning
Min Xiao and Yuhong Guo
Advances in Neural Information Processing Systems 26, 2013


Robust Transfer Principal Component Analysis with Rank Constraints
Yuhong Guo
Advances in Neural Information Processing Systems 26, 2013


Domain Adaptation for Sequence Labeling Tasks with a Probabilistic Language Adaptation Model
Min Xiao and Yuhong Guo
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Cross Language Text Classification via Subspace Co-Regularized Multi-View Learning
Yuhong Guo and Min Xiao
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Active Instance Sampling via Matrix Partition
Yuhong Guo
Advances in Neural Information Processing Systems 23, 2010


Supervised Exponential Family Principal Component Analysis via Convex Optimization
Yuhong Guo
Advances in Neural Information Processing Systems 21, 2008


Discriminative Batch Mode Active Learning
Yuhong Guo and Dale Schuurmans
Advances in Neural Information Processing Systems 20, 2007


Convex Relaxations of Latent Variable Training
Yuhong Guo and Dale Schuurmans
Advances in Neural Information Processing Systems 20, 2007