Data Mining and Statistical Learning
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Spring 2011
All meetings will be held on Wednesday between 2:30pm - 4:00pm in CH212.
Random Matrices and Matrix Decomposition is the theme of Spring 2011 quarter.
- April 6th, 2011
Speaker: Sungmin Kim
Title: Spectrum Estimation for Large Dimensional Covariance Matrices Using Random Matrix Theory
- April 13th, 2011
Speaker: Kazuki Uematsu
Title: CUR matrix decompositions for improved data analysis
- April 20th, 2011
Speaker: Tayler Blake and Stephen Bamattre
Title: Distribution Functions for Largest Eigenvalues and Their Applications
- April 27th, 2011
Speaker: Yuanlong Shao
Title: Fast low-rank modifications of the thin singular value decomposition