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The Capacity Region of the Source-Type Model for Secret Key and Private Key...
Huishuai Zhang, Lifeng Lai, Yingbin Liang, Hua Wang: The Capacity Region of the Source-Type Model for Secret Key and Private Key Generation. CoRR abs/1404.6471 (2014)
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Key capacity region for a cellular source model.
Huishuai Zhang, Yingbin Liang, Lifeng Lai: Key capacity region for a cellular source model. ITW 2014: 321-325
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Secret key-private key generation over three terminals: Capacity region.
Huishuai Zhang, Lifeng Lai, Yingbin Liang, Hua Wang: Secret key-private key generation over three terminals: Capacity region. ISIT 2014: 1141-1145
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Helper-assisted asymmetric two key generation.
Huishuai Zhang, Yingbin Liang, Lifeng Lai: Helper-assisted asymmetric two key generation. ACSSC 2014: 65-69
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The Capacity Region of the Source-Type Model for Secret Key and Private Key...
Huishuai Zhang, Lifeng Lai, Yingbin Liang, Hua Wang: The Capacity Region of the Source-Type Model for Secret Key and Private Key Generation. IEEE Trans. Inf. Theory 60(10): 6389-6398 (2014)
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Analysis of Robust PCA via Local Incoherence.
Huishuai Zhang, Yi Zhou, Yingbin Liang: Analysis of Robust PCA via Local Incoherence. NIPS 2015: 1819-1827
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Two-key generation for a cellular model with a helper.
Huishuai Zhang, Yingbin Liang, Lifeng Lai, Shlomo Shamai: Two-key generation for a cellular model with a helper. ISIT 2015: 715-719
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Secret key capacity: Talk or keep silent?
Huishuai Zhang, Yingbin Liang, Lifeng Lai: Secret key capacity: Talk or keep silent? ISIT 2015: 291-295
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Reshaped Wirtinger Flow for Solving Quadratic Systems of Equations.
Huishuai Zhang, Yingbin Liang: Reshaped Wirtinger Flow for Solving Quadratic Systems of Equations. CoRR abs/1605.07719 (2016)
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Reshaped Wirtinger Flow for Solving Quadratic System of Equations.
Huishuai Zhang, Yingbin Liang: Reshaped Wirtinger Flow for Solving Quadratic System of Equations. NIPS 2016: 2622-2630
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Provable Non-convex Phase Retrieval with Outliers: Median TruncatedWirtinger...
Huishuai Zhang, Yuejie Chi, Yingbin Liang: Provable Non-convex Phase Retrieval with Outliers: Median TruncatedWirtinger Flow. ICML 2016: 1022-1031
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Geometrical properties and accelerated gradient solvers of non-convex phase...
Yi Zhou, Huishuai Zhang, Yingbin Liang: Geometrical properties and accelerated gradient solvers of non-convex phase retrieval. Allerton 2016: 331-335
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On Compressive orthonormal Sensing.
Yi Zhou, Huishuai Zhang, Yingbin Liang: On Compressive orthonormal Sensing. Allerton 2016: 299-305
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Block-diagonal Hessian-free Optimization for Training Neural Networks.
Huishuai Zhang, Caiming Xiong, James Bradbury, Richard Socher: Block-diagonal Hessian-free Optimization for Training Neural Networks. CoRR abs/1712.07296 (2017)
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Nonconvex Low-Rank Matrix Recovery with Arbitrary Outliers via...
Yuanxin Li, Yuejie Chi, Huishuai Zhang, Yingbin Liang: Nonconvex Low-Rank Matrix Recovery with Arbitrary Outliers via Median-Truncated Gradient Descent. CoRR abs/1709.08114 (2017)
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Multi-Key Generation Over a Cellular Model With a Helper.
Huishuai Zhang, Yingbin Liang, Lifeng Lai, Shlomo Shamai Shitz: Multi-Key Generation Over a Cellular Model With a Helper. IEEE Trans. Inf. Theory 63(6): 3804-3822 (2017)
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A Nonconvex Approach for Phase Retrieval: Reshaped Wirtinger Flow and...
Huishuai Zhang, Yingbin Liang, Yuejie Chi: A Nonconvex Approach for Phase Retrieval: Reshaped Wirtinger Flow and Incremental Algorithms. J. Mach. Learn. Res. 18: 141:1-141:35 (2017)
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Capacity Control of ReLU Neural Networks by Basis-path Norm.
Shuxin Zheng, Qi Meng, Huishuai Zhang, Wei Chen, Nenghai Yu, Tie-Yan Liu: Capacity Control of ReLU Neural Networks by Basis-path Norm. CoRR abs/1809.07122 (2018)
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Train Feedfoward Neural Network with Layer-wise Adaptive Rate via...
Huishuai Zhang, Wei Chen, Tie-Yan Liu: Train Feedfoward Neural Network with Layer-wise Adaptive Rate via Approximating Back-matching Propagation. CoRR abs/1802.09750 (2018)
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Generalization Error Bounds with Probabilistic Guarantee for SGD in Nonconvex...
Yi Zhou, Yingbin Liang, Huishuai Zhang: Generalization Error Bounds with Probabilistic Guarantee for SGD in Nonconvex Optimization. CoRR abs/1802.06903 (2018)
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