Information Theory

[1] BinaryRelax: A Relaxation Approach for Training Deep Neural Networks with Quantized Weights

Penghang Yin University of California at Los Angeles Shuai Zhang University of California at Irvine Jiancheng Lyu University of California at Los Angeles Stanley Osher University of California at Irvine Yingyong Qi University of California at Irvine Jack Xin University of California at Irvine

Information Theory mathscidoc:1802.19007

arXiv , 2018
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[2] Deep Learning for Real-Time Crime Forecasting and its Ternarization

Bao Wang Department of Mathematics, UCLA Penghang Yin Department of Mathematics, UCLA Andrea L. Bertozzi Department of Mathematics, UCLA P. Jeffrey Brantingham Department of Anthropology, UCLA Stanley J. Osher Department of Mathematics, UCLA Jack Xin Department of Mathematics, UCLA&UCI

Information Theory mathscidoc:1802.19006

arXiv, 2017
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[3] Quantization and Training of Low Bit-Width Convolutional Neural Networks for Object Detection

Penghang Yin University of California, Los Angeles Shuai Zhang University of California, Irvine Yingyong Qi University of California, Irvine Jack Xin University of California, Irvine

Information Theory mathscidoc:1802.19005

arXiv, 2017
[ Download ] [ 2018-02-14 11:35:58 uploaded by jack ] [ 11 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[4] Minimization of Transformed L1 Penalty: Theory, Difference of Convex Function Algorithm, and Robust Application in Compressed Sensing

Shuai Zhang University of California, Irvine Jack Xin University of California, Irvine

Information Theory mathscidoc:1802.19004

Mathematical Programming, Series B, 2018
[ Download ] [ 2018-02-14 11:29:34 uploaded by jack ] [ 8 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[5] Transformed Schatten-1 Iterative Thresholding Algorithms for Low Rank Matrix Completion

Shuai Zhang University of California, Irvine Penghang Yin University of California, Irvine Jack Xin University of California, Irvine

Information Theory mathscidoc:1802.19003

Comm. Math Sci, 15, (3), 839-862, 2017
[ Download ] [ 2018-02-14 11:26:05 uploaded by jack ] [ 7 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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