You are currently browsing the monthly archive for September 2011.

1, Identifying relevant variables: PCA and ICA (nice, clear illustration juxtaposing PCA and ICA)

2, High-dimensional regression with unknown variance

3, Properties and applications of Fisher distribution on the rotation group

4, High-Dimensional Problems in Statistics

5, Statistical topology via Morse theory, persistence and nonparametric estimation

6, A statistical approach to persistent homology

7, Computational Methods in Applied Sciences



1, Machine Learning Reading Group: Fall 2011 @ Purdue





2, Machine Learning Reading Group, Fall 2011

University of Maryland, College Park

22 Sep BV Chapters 1 and 4 (skimmed) and Optimization and ML (Sec 1, 2, 7, App) Anshul Sawant
29 Sep SW 1-25, Barzilai and Borwein, 1988, Nesterov 2009
06 Oct SW 20-45, Nemirovski et al., 2009, Bertsekas 2009
13 Oct Stochastic Meta Descent
20 Oct Adaptive Subgradient Methods for Online Learning and Stochastic Optimization
27 Oct Online convex programming and generalized infinitesimal gradient ascent
03 Nov SVM Optimization: Inverse Dependence on Training Set Size
10 Nov Ergodic Subgradient Descent
17 Nov Incremental Proximal Methods (optional: Dictionary Learning)
01 Dec Trace-Norm Regularization
08 Dec The Concave-Convex Procedure

Since I missed the whole summer, but during the summer, many interesting things happened, I have to make it up. So this post will be updated during the next few days. I will collect some posts from others here. I hope it would be helpful for you.

ICML 2011

COLT 2011

1, ICML 2011 and the future

2, Interesting Neural Network Papers at ICML 2011

3, Interesting papers at COLT 2011

4, The conference(s) post: ACL and ICML

5, 14th International Conference on Artificial Intelligence and Statistics 2011 –Ft.Lauderdale

6, KDD and MUCMD 2011

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