[Colloquium] [TTIC Talks] TTIC Colloquium: Raj Rao Nadakuditi, University of Michigan

[Jinbo Xu]

Just a reminder that the colloquium talk is starting.

On Mon, Nov 15, 2010 at 1:47 PM, Julia MacGlashan <jam at ttic.edu> wrote:

> When:             *Monday, Nov 22 @ 1:00 PM*
>
> Where:           * TTIC Conference Room #526*, 6045 S Kenwood Ave, 5th
> Floor
>
> Who:               *Raj Rao Nadakuditi*, University of Michigan
>
> Title:                *Random matrix theory & the informational limit of
> eigen-analysis*
>
>
> Motivated by  signal-plus-noise type models in high-dimensional statistical
> signal processing and machine learning, we consider the eigenvalues and
> eigenvectors of finite, low rank perturbations of large random matrices.
>
> Applications in mind are as diverse as radar, sonar, wireless
> communications, bio-informatics and Gaussian mixture cluster analysis in
> machine
> learning. We provide an application-independent approach that brings into
> sharp focus a fundamental informational limit of high-dimensional
> eigen-analysis. Continuing on this success, we highlight the random matrix
> origin of this informational limit, the connection with "free" harmonic
> analysis and discuss implications for high-dimensional statistical signal
> processing and learning.
>
> Host:             Nati Srebro, nati at ttic.edu
>
>
>
>
>
>
>


-- 
_________________________________________
Assistant Professor
Toyota Technological Institute at Chicago
6045 S. Kenwood Ave.
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http://ttic.uchicago.edu/~jinbo/
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