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All publications by Lijun Zhang
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Theory of Dual-sparse Regularized Randomized Reduction
Tianbao Yang, Lijun Zhang, Rong Jin and Shenghuo Zhu
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


An Explicit Sampling Dependent Spectral Error Bound for Column Subset Selection
Tianbao Yang, Lijun Zhang, Rong Jin and Shenghuo Zhu
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Efficient Algorithms for Robust One-bit Compressive Sensing
Lijun Zhang, Jinfeng Yi and Rong Jin
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


A Single-Pass Algorithm for Efficiently Recovering Sparse Cluster Centers of High-dimensional Data
Jinfeng Yi, Lijun Zhang, Jun Wang, Rong Jin and Anil Jain
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


O(logT) Projections for Stochastic Optimization of Smooth and Strongly Convex Functions
Lijun Zhang, Tianbao Yang, Rong Jin and Xiaofei He
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Online Kernel Learning with a Near Optimal Sparsity Bound
Lijun Zhang, Jinfeng Yi, Rong Jin, Ming Lin and Xiaofei He
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Semi-supervised Clustering by Input Pattern Assisted Pairwise Similarity Matrix Completion
Jinfeng Yi, Lijun Zhang, Rong Jin, Qi Qian and Anil Jain
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Mixed Optimization for Smooth Functions
Mehrdad Mahdavi, Lijun Zhang and Rong Jin
Advances in Neural Information Processing Systems 26, 2013


Linear Convergence with Condition Number Independent Access of Full Gradients
Lijun Zhang, Mehrdad Mahdavi and Rong Jin
Advances in Neural Information Processing Systems 26, 2013


Multiple Kernel Learning from Noisy Labels by Stochastic Programming
Tianbao Yang, Mehrdad Mahdavi, Rong Jin, Lijun Zhang and Yang Zhou
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012