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发表于 2012-3-23 14:00:04 由 jake

  

Understanding Sparsity:

Low-rank modeling (Emmanuel Candes)                                                                                                   http://videolectures.net/mlss2011_candes_lowrank/
An Overview of Compressed Sensing and Sparse Signal Recovery via L1 Minimization (Emmanuel Candes)   http://videolectures.net/mlss09us_candes_ocsssrl1m/
Matrix Completion via Convex Optimization: Theory and Algorithms (Emmanuel Candes)                              http://videolectures.net/mlss09us_candes_mccota/
Stable Signal Recovery fromIncomplete and Inaccurate Measurements (Emmanuel Candes, Justin Romberg, and Terence Tao)
不确定性原理的前世今生 (木遥)

Numerical Solution:
Regularization Paths and Coordinate Descent (Trevor Hastie)
K-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representatio (Michal Aharon)

Four Applications:
Face recognition:             Robust Face Recognition via Sparse Representation (Yima)
Image classification:         Linear spatial pyramid matching using sparse coding for image classification (Jianchao Yang)
Image denoising:              Image Denoising Via Sparse and RedundantRepresentations Over Learned Dictionaries (Michal Aharon)
recommendation system:  Low-rank modeling (Emmanuel Candes)

时间:20124月8(周日)下午2点30开始  

地点:海淀区三号所(地址路线见  http://www.douban.com/photos/album/13343561/

活动讲稿

Understanding Sparsity, Numerical Solution

多贝网络视频地址:http://www.duobei.com/room/2028215123

费用:参加活动每人15(含一份饮料) [注:这是三号所收取的场地费,我们的活动是免费的]


Thanks,

Xudong

PS:
1. 这方面还没有相关的研究经验,很多东西可能只知道皮毛,希望能够跟大家一起学习讨论。
2. 因为时间仓促,再加上本周事情比较多,讲稿要到下周五才能搞定 :(
3. 活动时间由2:00 推迟到 2:30。 2:00对于住的稍远的朋友时间有点仓促。希望大家能够准时到场,谢谢 :)

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