学术报告Tutorial on the Support Vector Machine..

david

学术报告
主　题 Tutorial on the Support Vector Machine and Boosting:a Statistical Perspective
报告人 Ji Zhu (Statistics, University of Michigan)
时　间 2007-08-29 下午 2:30  
地　点 理科一号楼 1303
摘　要  The support vector machine and boosting are widely used tools for predicting or classifying noisy data.  The ideas were introduced by Vapnik (1995) and Freund & Schapire (1996). These two methods have attracted a lot of attention due to their great success in data modeling tasks.  They are now being applied to medical diagnosis, bioinformatics and genetic modeling, chemical process control, shape, handwriting, speech and face recognition, financial modeling, and a wide range of other important practical problems.  In this talk, I will give a tutorial on these two methods, from the point of view of a statistician.

david

学术报告
主　题：　Tutorial on the Support Vector Machine and Boosting:a Statistical Perspective
报告人：　Ji Zhu (Statistics, University of Michigan)
　　　　　2007-08-29 下午 2:30 理科一号楼 1303
主　题：　First Presentation of P5 program
报告人：　Prof. J-C Artes (Univ. Autonoma of Barcelona, Spain)
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报告人：　Prof. J. Llibre (Univ. Autonoma of Barcelona, Spain)
　　　　　2007-07-20 下午 3:30 - 4:30 理科一号楼 1303
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报告人：　颜华菲 教授 (Texas A&M University / Nankai University)
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报告人：　Prof. Tong LI (Univ. of Iowa, US)
　　　　　2007-07-12 上午 10:00 - 11:00 理科一号楼 1568
主　题：　Mixing Time of the Swendsen-Wang dynamics as a MCMC algorithm
报告人：　龙云 (美国Univ. of California, Berkeley)
　　　　　2007-07-09 下午 4:00 - 5:00 理科一号楼 1303
主　题：　Superprocesses in a Random Medium
报告人：　汪浩 (美国Univ. of Oregon)
　　　　　2007-07-09 下午 3:00 - 4:00 理科一号楼 1303
主　题：　Singular Linear Statistics and Painleve III
报告人：　Prof. Yang Chen (Imperial College of London)
　　　　　2007-07-09 下午 2:00 - 3:00 理科一号楼 1418
主　题：　Voter model interfaces in one dimension
报告人：　Prof. Thomas S. Mountford (瑞士EPFL)
　　　　　2007-07-06 下午 4:00 - 5:00 理科一号楼 1303
主　题：　The q,t-Catalan numbers and the space of Diagonal Harmonics
报告人：　Prof. Jim Haglund (University of Pennsylvania)
　　　　　2007-07-06 下午 4:00 - 5:00 理科一号楼 1490
主　题：　On symplectic groupoids of Poisson homogeneous spaces
报告人：　Prof. Lu Jiang-Hua (Hong Kong University)
　　　　　2007-07-04 下午 3:00 - 4:00 理科一号楼 1479
主　题：　Statistical Methods for Network-Based Analysis of Genomic Data
报告人：　Prof. Hongzhe LI (University of Pennsylvania School of Medicine)
　　　　　2007-07-03 下午 13:00 - 14:00 老化学楼东配楼一楼报告厅
主　题：　Group SCAD Regression Analysis for Microarray Time Course Gene Expression Data
报告人：　Prof. Hongzhe LI (University of Pennsylvania School of Medicine)
　　　　　2007-06-21 上午 10:30 - 12:00 理科一号楼 1560
主　题：　A Graphical Dimension-reduction Technique for Testing Normal Goodness-of-fit of Multivariate Data
报告人：　Dr. Liang,Jia-Juan (University of New Haven, U.S.A.)
　　　　　2007-06-19 上午 10:30 - 11:30 理科一号楼 1490
主　题：　Quasi-score test for variance components in varying coefficient mixed models
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　　　　　2007-06-15 下午 2:00 - 3:00 理科一号楼 1418M
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报告人：　Prof. G.Bassett (Univ. of Illinois at Chicago)
　　　　　2007-06-13 下午 4:00 理科一号楼 1418
主　题：　Optimal Life Insurance Purchase, Consumption, and Investmentynamic Programming and Martingale Methods
报告人：　Prof. Pliska (Univ. of Illinois at Chicago)
　　　　　2007-06-13 下午 3:00 理科一号楼 1418M
主　题：　Limits of p-adic Galois Representations
报告人：　刘通 博士 (University of Pennsylvania, USA)
　　　　　2007-06-11 下午 3:30 - 4:30 中关村资源大厦13层1328
主　题：　Web Service Interactions: Analysis and Design
报告人：　Prof. Jianwen Su (University of California at Santa Barbara)
　　　　　2007-06-11 下午 2:00 理科一号楼 1560
主　题：　 How Black holes Grow:A monotonicity formula in Riemannian geometry
报告人：　 Prof.Abhay Ashtekar ( Institute for Gravitational Physics and Geometry, PSU)
　　　　　2007-06-08 下午 2:30 - 3:30 理科一号楼 1114(数学所活动)
主　题：　On the Tail Index of A Heavy Tailed Distribution
报告人：　 Prof. Yongcheng Qi (祁永成) (University of Minnesota Duluth)
　　　　　2007-06-08 上午 10:30 - 11:30 理科一号楼 1490
主　题：　Semi-linear Elliptic and Parabolic Equations in Unbounded Domains
报告人：　Prof. Henri BERESTYCKI (Ecole des hautes études en sciences sociales - Paris)
　　　　　2007-06-05 下午 4：00－5：00 中关村资源大厦12层1213房间
主　题：　Statistical methods for inferring gene regulatory modules and networks
报告人：　懈军 教授 (普度大学统计系)
　　　　　2007-06-04 下午 4:00 理科一号楼 1303
主　题：　Non linear problems involving integral difusions
报告人：　Prof. L. Caffarelli (Texas University)
　　　　　2007-05-30 下午 4:00 - 5:00 资源大厦 1218
主　题：　Learning Latent Tree Models
报告人：　Nevin L. Zhang (The Hong Kong University of Science & Technology)
　　　　　2007-05-30 上午 9:00 - 10:30 理科一号楼 1418
主　题：　Single and Multi Transition Solutions for a Family of PDEs
报告人：　Prof. Paul Rabinowitz (美国威斯康辛大学数学系)
　　　　　2007-05-28 下午 4:00-5:00 资源大厦12层1218房间
主　题：　Single and Multi Transition Solutions for a Family of PDEs
报告人：　Paul Rabinowitz 教授 (美国威斯康辛大学数学系)
　　　　　2007-05-28 下午 4:00 - 5:00 资源大厦12层1218房间
主　题：　CONFIDENCE SETS BASED ON EMPIRICAL STATISTICS: EXISTENCE OF A PROBABILITY MATCHING PRIOR AND CONNECTION WITH FREQUENTIST BARTLETT ADJUSTABILITY
报告人：　Prof. Rahul Mukerjee (Indian Institute of Management Calcutta，INDIA)
　　　　　2007-05-25 下午 4:00 - 5:00 理科一号楼 1560
主　题：　Statistical Properties of Chaotic Dynamical Systems
报告人：　Prof. Hu, Huyi (Michgan State U.)
　　　　　2007-05-25 下午 2:30 - 3:30 理科一号楼 1114(数学所活动)
主　题：　Generalized Linear Models for the Covariance Matrix of Correlated Data
报告人：　 Prof. Pourahmadi (Northern Illinois University)
　　　　　2007-05-24 下午 2:00 - 3:30 理科一号楼 1490