Information Theory

[1] Nonparametric information geometry: From divergence function to referential-representational biduality on statistical manifolds

Jun Zhang Department of Psychology and Department of Mathematics, University of Michigan

Information Theory mathscidoc:1609.19004

15, (12), 5384-5418, 2013.7
[ Download ] [ 2016-09-20 17:50:21 uploaded by zhang ] [ 1488 downloads ] [ 0 comments ] [ Cited by 14 ] [ Abstract ] [ Full ]
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[2] Compressive sensing of wireless sensors based on group sparse optimization for structural health monitoring

Yuequan Bao Harbin Institute of Technology Zuoqiang Shi Tsinghua University Xiaoyu Wang Harbin Institute of Technology Hui Li Harbin Institute of Technology

Information Theory mathscidoc:1803.19002

Structural Control and Health Monitoring, 2017
[ Download ] [ 2018-03-20 20:07:09 uploaded by shizqi ] [ 1357 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[3] Deep Residual Learning and PDEs on Manifold

Zhen Li HKUST Zuoqiang Shi Tsinghua University

Information Theory mathscidoc:1708.19001

[ Download ] [ 2017-08-17 09:55:03 uploaded by shizqi ] [ 983 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[4] A Path-Integral Approach to Bayesian Inference for Inverse Problems Using the Semiclassical Approximation

Josh C. Chang NIH Van M. Savage UCLA Tom Chou UCLA

Information Theory Mathematical Physics Statistics Theory and Methods Theoretical Physics mathscidoc:1702.19001

Distinguished Paper Award in 2017

Journal of Statistical Physics, 157, 582-602, 2014.11
[ Download ] [ 2017-02-14 09:23:44 uploaded by tomchou ] [ 970 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[5] Linear Feature Transform and Enhancement of Classification on Deep Neural Network

Penghang Yin University of California at Irvine Jack Xin University of California at Irvine Yingyong Qi University of California at Irvine

Information Theory mathscidoc:1608.19003

2016
[ Download ] [ 2016-08-18 15:33:12 uploaded by admin ] [ 959 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[6] Low Dimensional Manifold Model for Image Processing

Stanley Osher University of California, Los Angeles Zuoqiang Shi Tsinghua University Wei Zhu University of California, Los Angeles

Information Theory Numerical Analysis and Scientific Computing mathscidoc:1709.19001

Distinguished Paper Award in 2018

SIAM Journal on Imaging Sciences
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[7] Weighted Nonlocal Laplacian on Interpolation from Sparse Data

Zuoqiang Shi Tsinghua University Stanley Osher University of California, Los Angeles Wei Zhu University of California, Los Angeles

Information Theory Numerical Analysis and Scientific Computing mathscidoc:1609.19002

Journal of Scientific Computing, 73, (2), 1164-1177, 2017
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[8] Low dimensional manifold model with semi-local patches

Zuoqiang Shi Tsinghua University Stanley Osher University of California, Los Angeles Wei Zhu University of California, Los Angeles

Information Theory Numerical Analysis and Scientific Computing mathscidoc:1609.19001

Journal of Scientific Computing
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[9] Minimization of Transformed $L_1$ Penalty: Closed Form Representation and Iterative Thresholding Algorithms

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

Information Theory mathscidoc:1608.19002

Mathematics, 2016.7
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[10] Low Dimensional Manifold Model in Hyperspectral Image Reconstruction

Zuoqiang Shi Tsinghua University Wei Zhu University of California,Los Angeles Stanley Osher University of California,Los Angeles

Information Theory Numerical Analysis and Scientific Computing mathscidoc:1709.25001

[ Download ] [ 2017-09-25 16:00:54 uploaded by shizqi ] [ 819 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[11] 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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[12] Distinguishing maximally entangled states by one-way local operations and classical communication

Zhi-Chao Zhang State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications Keqin Feng Department of Mathematical Sciences, Tsinghua University Fei Gao State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications Qiao-Yan Wen State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications

Information Theory mathscidoc:1612.19001

PHYSICAL REVIEW A, 91, (012329), 2015
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[13] On classification of toric surface codes of dimension seven

NAVEED HUSSAIN, xue Luo stephen S.-T. YAU Tsinghua University MINGYI ZHANG Huaiqing Zuo Tsinghua university

Information Theory mathscidoc:1803.19001

to appear Comm. Anal. Geometry, 2018
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[14] Generalized phase retrieval : measurement number, matrix recovery and beyond

Yang Wang The Hong Kong University of Science and Technology Zhiqiang Xu Academy of Mathematics and Systems Science, Chinese Academy of Sciences

Information Theory mathscidoc:1809.19001

Applied and Computational Harmonic Analysis, 2017
[ Download ] [ 2018-09-18 09:17:00 uploaded by zhiqiangxu ] [ 726 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[15] 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 ] [ 640 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[16] On Monotone Embedding in Information Geometry

Jun Zhang Department of Psychology and Department of Mathematics, University of Michigan

Information Theory mathscidoc:1609.19005

Entropy, 17, (7), 4485-4499, 2015.6
[ Download ] [ 2016-09-20 17:56:54 uploaded by zhang ] [ 631 downloads ] [ 0 comments ] [ Cited by 2 ] [ Abstract ] [ Full ]
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[17] Cramér-Rao and moment-entropy inequalities for Renyi entropy and generalized Fisher information

Erwin Lutwak New York University Deane Yang New York University Gaoyong Zhang New York University

Information Theory mathscidoc:1703.19002

IEEE Transactions on Information Theory, 51, (2), 473–478, 2005
[ Download ] [ 2017-03-02 05:29:59 uploaded by deaneyang ] [ 621 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[18] Moment-entropy inequalities for a random vector

Erwin Lutwak New York University Deane Yang New York University Gaoyong Zhang New York University

Information Theory mathscidoc:1703.19003

IEEE Transactions on Information Theory, 53, (4), 1603–1607, 2007
[ Download ] [ 2017-03-02 06:49:44 uploaded by deaneyang ] [ 616 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[19] Harmonic Extension on Point Cloud

Zuoqiang Shi Tsinghua University Jian Sun Tsinghua University Minghao Tian Tsinghua University

Information Theory Numerical Analysis and Scientific Computing mathscidoc:1609.19003

SIAM: Multiscale Modeling & Simulation, 16, (1), 215-247, 2018
[ Download ] [ 2016-09-02 11:32:47 uploaded by shizqi ] [ 585 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[20] Transport information geometry I: Riemannian calculus on probability simplex

Wuchen Li UCLA

Differential Geometry Information Theory Mathematical Physics Machine Learning mathscidoc:2004.19001

arXiv:1803.06360, 2018.3
[ Download ] [ 2020-04-27 01:36:35 uploaded by lwc2017 ] [ 585 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[21] Extensions of Fisher information and Stam's inequality

Erwin Lutwak New York University Songjun Lv College of Mathematics and Computer Science, Chongqing Normal University Deane Yang New York University Gaoyong Zhang New York University

Information Theory mathscidoc:1703.19001

IEEE Transactions on Information Theory, 58, (3), 1319–1327, 2012
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[22] Enforce the Dirichlet boundary condition by volume constraint in Point Integral method

Zuoqiang Shi Tsinghua University

Information Theory Numerical Analysis and Scientific Computing mathscidoc:1709.19003

Commun. Math. Sci., 15, (6), 1743-1769, 2017
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[23] Entanglement Thresholds for Random Induced States

Guillaume Aubrun Université Claude Bernard Lyon 1 Stanislaw J. Szarek Case Western Reserve University Deping Ye Memorial University of Newfoundland

Functional Analysis Information Theory Convex and Discrete Geometry mathscidoc:1805.12001

Comm. Pure Appl. Math., 67, (1), 129-171, 2014.1
[ Download ] [ 2018-05-29 23:14:04 uploaded by ydpzjumn ] [ 539 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[24] Necessary and sufficient conditions for consistent root reconstruction in Markov models on trees

Wai Tong Fan UW-Madison

Information Theory Probability Statistics Theory and Methods mathscidoc:1806.19001

Electronic Journal of Probability, 23, (47), 24, 2018
[ Download ] [ 2018-06-19 02:42:52 uploaded by louisfan ] [ 528 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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[25] Convergence of the Point Integral method for Poisson Equation on Point Cloud

Zuoqiang Shi Tsinghua University Jian Sun Tsinghua University

Information Theory Numerical Analysis and Scientific Computing mathscidoc:1709.19002

Research in the Mathematical Sciences, 4, (1), 2017
[ Download ] [ 2017-09-25 16:38:05 uploaded by shizqi ] [ 526 downloads ] [ 0 comments ] [ Abstract ] [ Full ]
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