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All publications by Ji Liu
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Asynchronous Parallel Stochastic Gradient for Nonconvex Optimization
Xiangru Lian, Yijun Huang, Yuncheng Li and Ji Liu
Advances in Neural Information Processing Systems 28, 2015


An Asynchronous Parallel Stochastic Coordinate Descent Algorithm
Ji Liu, Steve Wright, Christopher Re, Victor Bittorf and Srikrishna Sridhar
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Forward-Backward Greedy Algorithms for General Convex Smooth Functions over A Cardinality Constraint
Ji Liu, Jieping Ye and Ryohei Fujimaki
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Exclusive Feature Learning on Arbitrary Structures via l_1,2-norm
Deguang Kong, Ryohei Fujimaki, Ji Liu, Feiping Nie and Chris Ding
Advances in Neural Information Processing Systems 27, 2014


Guaranteed Sparse Recovery under Linear Transformation
Ji Liu, Lei Yuan and Jieping Ye
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


An Approximate, Efficient LP Solver for LP Rounding
Srikrishna Sridhar, Stephen Wright, Christopher Re, Ji Liu, Victor Bittorf and Ce Zhang
Advances in Neural Information Processing Systems 26, 2013


Regularized Off-Policy TD-Learning
Bo Liu, Sridhar Mahadevan and Ji Liu
Advances in Neural Information Processing Systems 25, 2012


Multi-Stage Dantzig Selector
Ji Liu, Peter Wonka and Jieping Ye
Advances in Neural Information Processing Systems 23, 2010