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All publications by En-hsu Yen
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A Convex Exemplar-based Approach to MAD-Bayes Dirichlet Process Mixture Models
En-hsu Yen, Xin Lin, Kai Zhong, Pradeep Ravikumar and Inderjit Dhillon
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Sparse Random Feature Algorithm as Coordinate Descent in Hilbert Space
En-hsu Yen, Ting-wei Lin, Shou-de Lin, Pradeep K. Ravikumar and Inderjit S. Dhillon
Advances in Neural Information Processing Systems 27, 2014


Proximal Quasi-Newton for Computationally Intensive L1-regularized M-estimators
Kai Zhong, En-hsu Yen, Inderjit S. Dhillon and Pradeep K. Ravikumar
Advances in Neural Information Processing Systems 27, 2014


Constant Nullspace Strong Convexity and Fast Convergence of Proximal Methods under High-Dimensional Settings
En-hsu Yen, Cho-jui Hsieh, Pradeep K. Ravikumar and Inderjit S. Dhillon
Advances in Neural Information Processing Systems 27, 2014