# MIT Course 9.520 - Statistical Learning Theory and Applications, Fall 2015

Posts from MIT Course 9.520 - Statistical Learning Theory and Applications, Fall 2015, via the RSS Amplifier directory.

Page: <https://rssamplifier.com/youtube-com-430>  
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## [9.520 - 10/28/2015 - Class 15 - Charlie Frogner: Stability of Tikhonov Regularization](https://www.youtube.com/watch?v=o7WpkR21N2o)

_2015-10-28 · MITCBMM_

## [9.520 - 10/26/2015 - Class 14 - Charlie Frogner: Generalization Bounds, Intro to Stability](https://www.youtube.com/watch?v=25D8BfFYk7Y)

_2015-10-26 · MITCBMM_

## [9.520 - 10/21/2015 - Class 13 - Prof. Lorenzo Rosasco: Multiple Kernel Learning](https://www.youtube.com/watch?v=QdXqMUVr4Xo)

_2015-10-21 · MITCBMM_

## [9.520 - 10/19/2015 - Class 12 - Prof. Lorenzo Rosasco: Structured Sparsity Regularization](https://www.youtube.com/watch?v=c0rQyTkd13I)

_2015-10-19 · MITCBMM_

## [9.520 - 10/14/2015 - Class 11 - Prof. Lorenzo Rosasco: Proximal Methods](https://www.youtube.com/watch?v=9PRqrZLQktA)

_2015-10-14 · MITCBMM_

## [9.520 - 10/13/2015 - Class 10 - Prof. Lorenzo Rosasco: Sparsity Based Regularization](https://www.youtube.com/watch?v=mYJilxJZ7EI)

_2015-10-13 · MITCBMM_

## [9.520 - 09/14/2015 - Class 02 - Prof. Tomaso Poggio: The Learning Problem and Regularization](https://www.youtube.com/watch?v=iO919hIhO-w)

_2015-10-09 · MITCBMM_

## [9.520 - 09/16/2015 - Class 03 - Carlo Ciliberto & Charlie Frogner: Math Camp](https://www.youtube.com/watch?v=DTVRj8LJjZo)

_2015-10-09 · MITCBMM_

## [9.520 - 09/09/2015 - Class 01 - Prof. Tomaso Poggio: The Course at a Glance](https://www.youtube.com/watch?v=6AWZS4Ho2Z8)

_2015-10-09 · MITCBMM_

## [9.520 - 10/07/2015 - Class 09 - Prof. Lorenzo Rosasco: Iterative Regularization via Early Stopping](https://www.youtube.com/watch?v=0cBWfVsxjUE)

_2015-10-07 · MITCBMM_

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_2015-10-07 · **Sponsored**_

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## [9.520 - 9/30/2015 - Class 07 - Prof. Lorenzo Rosasco: Logistic Regression and Support ...](https://www.youtube.com/watch?v=19mTiF0MmyA)

_2015-10-05 · MITCBMM_

## [9.520 - 10/05/2015 - Class 08 - Prof. Lorenzo Rosasco: Regularized Least Squares](https://www.youtube.com/watch?v=uy4fM16pKPo)

_2015-10-05 · MITCBMM_

## [9.520 - 9/28/2015 - Class 06 - Prof. Lorenzo Rosasco - Tikhonov Regularization and the ...](https://www.youtube.com/watch?v=7XsJxCMnLm4)

_2015-09-28 · MITCBMM_

## [9.520 - 9/23/2015 - Class 05 - Prof. Lorenzo Rosasco - Dictionaries, Feature Maps and Mercer Theorem](https://www.youtube.com/watch?v=SRJF8ZhjfBw)

_2015-09-24 · MITCBMM_

## [9.520 - 9/21/2015 - Class 04 - Prof. Lorenzo Rosasco: Reproducing Kernel Hilbert Spaces](https://www.youtube.com/watch?v=KZZD5sBwGCA)

_2015-09-21 · MITCBMM_