Tutorials My friends and I have ever given six tutorials on person re-identification and sparse coding: 7. CCF ADL 2015: Person Identification [Download PDF] 6. CCF ADL 2015: Person Identification in Large Scale Camera Networks [Download PDF] 5. CVPR 2015 tutorial: distance metric learning for visual recognition (With Jiwen Lu, Weihong Deng, Ruiping Huang) 4. ICCV 2013 tutorial: Sparsity Estimation and Robust Learning: A Half-quadratic Minimization View. (With Dr. Ran He, Prof. Liang Wang) 3. ICPR 2012 tutorial: Half-quadratic Optimization for Sparsity Estimation and Robust Learning. (With Dr. Ran He, Prof. Liang Wang) [Download PDF] 2. ACCV 2012 tutorial: Half-quadratic Optimization for Computer Vision. (With Dr. Ran He, Prof. Liang Wang) [Download PDF] 1. CCBR 2013 tutorial: Person Re-identification.[Download PDF] Teaching I teach maths and data mining in the school. - Advanced Algebra (in both Chinese and English, first semester) - Linear Algebra (2+2 international undergraduate program, all in English, first semester) - Engineering Mathematics (2+2 international undergraduate program, all in English, second semester) - Mathematics Comprehensive Training (in Chinese, third semester(for two weeks)) - Data Mining Link to Slides &Assignments 1) Linear Algebra 2) 中山大学计算机学院人工智能应用技术系列课程 3) Engineering Mathematics [Chapter-1][Chapter-2][Chapter-3][Chapter-4][Chapter-5][Chapter-6] 4) Advanced Mathematical Applications (数学综合训练） 5) Data Mining: I have no copyright on the slides provided for data mining here. They were edited from the Standford University, as indicated in the slides you downloaded. [Introduction][Mapreduce][Fast Search][Stream-1][Stream-2][PageRank-1][PageRank-2][Clustering][Advising] [RecommendationSystem-1][RecommendationSystem-2][Social Networks-I][Social Networks-II][Dimension Reduction] The following slides were provided by our teaching assistant [Hadoop][Demo on spark ec2] Project 1: Using Map-reduce to compute a multiplication between two matrices [ProjectStatement][Code to generate big matrix]                  [Additional Paper to Read] Project 2: Build your pagerank model [ProjectStatement][Data-Big][Data-Small] Project 3: Large-scale clustering [ProjectStatement][Paper to read][Class-Label][Dataset to download]
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