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   Better than robust PCA ?     Cauchy Principal Component Analysis by Pengtao Xie , Eric Xing     Principal Component Analy...

There is only a video for that presentation from Spectral Algorithms: From Theory to Practice organized at the Simons Institute at Berke...

Or Not ? Today's insights go in different directions. The first one came in large part from a remark by John Platt on  Tech...

    I will also come back to some of the videos and slides of this workshop on Spectral Algorithms: From Theory to Practice or...

I will come back to some of the videos and slides of this workshop on Semidefinite Optimization, Approximation and Applications organized ...

From the Simons institute workshop on Semidefinite Optimization, Approximation and Applications , here is: Analysis and Design ...

Jason just sent me the following: Hi Igor, I just wanted to let you know about some vacancies for postdoctoral researchers and PhD stu...

From the Simons Institute Workshop on Spectral Algorithms: From Theory to Practice , here is:   A Statistical Model for Tensor ...

From the Simons Institute Workshop on Spectral Algorithms: From Theory to Practice , here is:   Random Embeddings, Matrix-valu...

Here is a way to do semi-surpevised learning with kernels (and even with Random Features at the very end)  Learning with Fredholm...