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All publications by Yuxin Chen
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Spectral MLE: Top-K Rank Aggregation from Pairwise Comparisons
Yuxin Chen and Changho Suh
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Solving Random Quadratic Systems of Equations Is Nearly as Easy as Solving Linear Systems
Yuxin Chen and Emmanuel Candes
Advances in Neural Information Processing Systems 28, 2015


Scalable Semidefinite Relaxation for Maximum A Posterior Estimation
Qixing Huang, Yuxin Chen and Leonidas Guibas
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Near-Optimal Joint Object Matching via Convex Relaxation
Yuxin Chen, Leonidas Guibas and Qixing Huang
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Active Detection via Adaptive Submodularity
Yuxin Chen, Hiroaki Shioi, Cesar F. Montesinos, Lian P. Koh, Serge Wich and Andreas Krause
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Spectral Compressed Sensing via Structured Matrix Completion
Yuxin Chen and Yuejie Chi
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Near-optimal Batch Mode Active Learning and Adaptive Submodular Optimization
Yuxin Chen and Andreas Krause
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013