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All publications by Yudong Chen
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A Convex Optimization Framework for Bi-Clustering
Shiau H. Lim, Yudong Chen and Huan Xu
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Weighted Graph Clustering with Non-Uniform Uncertainties
Yudong Chen, Shiau H. Lim and Huan Xu
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Statistical-Computational Phase Transitions in Planted Models: The High-Dimensional Setting
Yudong Chen and Jiaming Xu
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Coherent Matrix Completion
Yudong Chen, Srinadh Bhojanapalli, Sujay Sanghavi and Rachel Ward
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Clustering from Labels and Time-Varying Graphs
Shiau H. Lim, Yudong Chen and Huan Xu
Advances in Neural Information Processing Systems 27, 2014


Robust Sparse Regression under Adversarial Corruption
Yudong Chen, Constantine Caramanis and Shie Mannor
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Breaking the Small Cluster Barrier of Graph Clustering
Nir Ailon, Yudong Chen and Huan Xu
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Noisy and Missing Data Regression: Distribution-Oblivious Support Recovery
Yudong Chen and Constantine Caramanis
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Clustering Sparse Graphs
Yudong Chen, Sujay Sanghavi and Huan Xu
Advances in Neural Information Processing Systems 25, 2012


Clustering Partially Observed Graphs via Convex Optimization
Ali Jalali, Yudong Chen, Sujay Sanghavi and Huan Xu
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Robust Matrix Completion and Corrupted Columns
Yudong Chen, Huan Xu, Constantine Caramanis and Sujay Sanghavi
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011