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- cppreference.com Reference - C++ Reference LaTeXStudio probml/pmtk3 · GitHub 深入理解SVM之对偶问题 - 王国龙_成长的个人页面 - 开源中国社区 scikit-learn: machine learning in Python — scikit-learn v0.11 documentation win10下vs2015配置Opencv3.1.0过程详解 - bit_hammer - 博客频道 - CSDN.NET josephmisiti/awesome-machine-learning · GitHub mloss | All entries makefile 中 $@ $^ %< 使用 OpenCV | OpenCV 矩阵软件包大全Matrix Factorization, Algorithms, Applications, and Avaliable p... - CV数据机器识别研究 视觉计算研究论坛 - 算法大赛 OpenCV-Python Tutorials — OpenCV 3.0.0-dev documentation GitHub - vinta/awesome-python: A curated list of awesome Python frameworks, libraries, software and resources :: Anaconda Cloud GitHub - qinwf/awesome-R: A curated list of awesome R packages, frameworks and software. 利用ggplot2画出各种漂亮图片详细教程 | Public Library of Bioinformatics GitHub - josephmisiti/awesome-machine-learning: A curated list of awesome Machine Learning frameworks, libraries and software. UFLDL教程 - Ufldl Stanford University CS231n: Convolutional Neural Networks for Visual Recognition Examples | r4stats.com ggplot2 package | The R graph Gallery #48 Grouped barplot with ggplot2 | The R graph Gallery ggdendro lattice dendrograms | plotly ggplot2绘图入门 | Public Library of Bioinformatics 利用ggplot2画出各种漂亮图片详细教程 - 生物信息 - 生物秀 GitHub - all-umass/metric-learn: Metric learning algorithms in Python [译] TensorFlow 白皮书 - 简书
学术资料
- UFLDL-斯坦福大学Andrew Ng教授“Deep Learning”教程 | 我爱机器学习 Compressive Sensing Resources | Rice DSP 科学网—[转载]矩阵分解资料（全） - 吕煊的博文 Matrix calculus - Wikipedia, the free encyclopedia [转载]矩阵求导公式【转】_acko_新浪博客 Matrix Manual: Matrix Calculus Low-Rank Matrix Recovery and Completion via Convex Optimization andrewssobral/lrslibrary · GitHub David Barber : Brml - Home Page browse Convex Optimization – Boyd and Vandenberghe harmonic analysis lecture 推荐几个容易中的计算机EI源刊（基本百发百中） - luckyboy101的专栏 - 博客频道 - CSDN.NET Latex公式及编号_王美玉_新浪博客 Video Inpainting of Complex Scenes Editorial Manager® Naiyan Wang - Home A collection | Bamdev Mishra cvxr.com/cvx/ 矩阵分解（rank decomposition）文章代码汇总 - 彼岸花 - 博客频道 - CSDN.NET sergeyvoronin/LowRankSVDCodes · GitHub moive len csci 5304 Trace norm regularization + path computation | Bamdev Mishra Algorithms for Massive Data Set Analysis (CS369M), Fall 2009 The Advanced Matrix Factorization Jungle - igorcarron2 SheffieldML/collab: Collaborative filtering with the GP-LVM SpaSM - A Matlab Toolbox for Sparse Statistical Modeling M-estimators Image Processing, Analysis, and Machine Vision: A MATLAB Companion jmlr.csail.mit.edu/proceedings/papers/v18/ Deep Learning Special Issue on Regularization Techniques for High-Dimensional Data Analysis - Image and Vision Computing - Elsevier Low Rank Matrix/Tensor Recovery - Vision and Around Tutorial Title: Energy Minimization and Discrete Optimization (CVPR Tutorial)
Accepted Papers | ICML New York City https://www.google.com.hk/url?sa=t&rct=j&q=&esrc=s&source=web&cd=1&ved=0ahUKEwiwvcbH38rMAhVCcI4KHbYMCnkQFggbMAA&url=http%3a%2f%2fwww%2ecs%2ehuji%2eac%2eil%2f~shais%2f&usg=AFQjCNGpBTzLKavHSi9ifyh1l4bSApNPDg&sig2=VA5eVUpc84ssoIwwAArktg
牛人主页
- Stephen P. Boyd zhouchen lin Lieven Vandenberghe Dimitri Bertsekas Homepage Jian-Feng Cai's homepage Trevor Hastie - Publications Prof. Zhihua ZHANG Xiaofei He Lei Zhang's Homepage (HK-PolyU) Emmanuel Candes | STANFORD UNIVERSITY Emile Richard Ivan Markovsky Maryam Fazel Ju Sun Cho-Jui's Homepage Stephen Becker Lester Mackey: Research Vishal M. Patel Peer Reviewed Publications Rein hacker Bamdev Mishra Canyi Lu Nicolas Boumal, Applied mathematics Quanming Yao, homgpage Eric Xing's home page Ke Wei Mehrtash Harandi Fatih Porikli Homepage of Bart Vandereycken Codes | Bamdev Mishra P.G. Martinsson, Dept of Applied Mathematics, University of Colorado at Boulder Martin Jaggi - ETH Zürich Michael Mahoney's New Home Page Shusen WANG zaiwen wen P.G. Martinsson, Dept of Applied Mathematics, University of Colorado at Boulder www.eecs.wsu.edu/~sji/ Peter Richtarik Homepage of Yi Ma Francis Bach - INRIA - ENS Weisheng Dong Jieping Ye, Ph.D. Prateek Jain - Microsoft Research Moritz Hardt Jian Zhang's Homepage P.-A. Absil (Pierre-Antoine Absil) Nicolas Boumal, Applied mathematics Michael Elad - Personal Page Rene Vidal Matrix and Tensor Completion Algorithms Shai Shalev-Shwartz Ting Kei Pong Home Page of Geoffrey Hinton Yann LeCun's Home Page Stanford Computer Vision Lab : Teaching Song-Chun Zhu
资料查询
- arXiv.org e-Print archive Springer ScienceDirect IEEE Xplore ACM Digital Library 全国图书馆参考咨询联盟 JMLR ICML NIPS SIGKDD ICML CIKM AAAI IJCAI CVPapers - Computer Vision Resource COLT 清华大学图书馆 中国知网 维普期刊资源整合服务平台（V6.5） Google 学术搜索 Stephen Kuang - 博客园 Web of Science [v.5.19] - 所有数据库主页 video deniosing File Exchange - MATLAB Central make all error · Issue #4156 · BVLC/caffe · GitHub
学术期刊
- IEEE Transactions on Pattern Analysis and Machine Intelligence Mathematical Programming - Springer International Journal of Computer Vision - All Volumes & Issues - Springer SIAM: Journals Journal of Machine Learning Research Homepage The Annals of Statistics Journal of the American Statistical Association Royal Statistical Society: Series B (Statistical Methodology) - Wiley Online Library Applied and Computational Harmonic Analysis - ScienceDirect.com Machine Learning - Springer Pattern Recognition - ScienceDirect.com Information Theory, IEEE Transactions on - (Current Issue) Image Processing, IEEE Transactions on IEEE Xplore: Signal Processing, IEEE Transactions on Signal Processing - Journal - Elsevier Computer Vision and Image Understanding | Vol 116, Iss 12, Pgs 1159-1222, (December 2012) | ScienceDirect.com Image and Vision Computing - ScienceDirect.com Neural Computation AMS-smstatJournal foundation – Journals Data & Knowledge Engineering - Journal - Elsevier Intelligent Data Analysis - Volume 19, issue 4 - Journals - IOS Press Neural Computing and Applications - Springer Pattern Recognition Letters - Journal - Elsevier Pattern Analysis and Applications - All Volumes & Issues - Springer Machine Vision and Applications - Springer Knowledge-Based Systems - ScienceDirect.com Royal Statistical Society: Series C (Applied Statistics) Journal of Fourier Analysis and Applications - All Volumes & Issues - Springer Communications on Pure and Applied Mathematics - Wiley Online Library Journal of Visual Communication and Image Representation - Elsevier PNAS ACM Transactions on Algorithms (TALG) ACM Computing Surveys (CSUR) Journal of the ACM VALSE - 视觉与学习青年学者研讨会
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