Search Machine Learning Repository:
All publications by Huy Nguyen
authors venues years



Random Coordinate Descent Methods for Minimizing Decomposable Submodular Functions
Alina Ene and Huy Nguyen
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


The Power of Randomization: Distributed Submodular Maximization on Massive Datasets
Rafael Barbosa, Alina Ene, Huy Nguyen and Justin Ward
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


On Communication Cost of Distributed Statistical Estimation and Dimensionality
Ankit Garg, Tengyu Ma and Huy Nguyen
Advances in Neural Information Processing Systems 27, 2014


Subspace Embeddings for the Polynomial Kernel
Haim Avron, Huy Nguyen and David Woodruff
Advances in Neural Information Processing Systems 27, 2014