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September 2021

Interpolation and learning with scale dependent kernels

Lorenzo Rosasco (MIT/Universita' di Genova)

September 17 @ 11:00 am - 12:00 pm
E18-304

Title: Interpolation and learning with scale dependent kernels Abstract:  We study the learning properties of nonparametric ridge-less least squares. In particular, we consider the common case of estimators defined by scale dependent (Matern) kernels, and focus on the role scale and smoothness. These estimators interpolate the data and the scale can be shown to control their stability to noise and sampling.  Larger scales, corresponding to smoother functions, improve stability with respect to sampling. However, smaller scales, corresponding to more complex functions,…

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Stochastics and Statistics Seminar

Boaz Barak (Harvard University)

September 24 @ 11:00 am - 12:00 pm
E18-304

TBD

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October 2021

Stochastics and Statistics Seminar

Devavrat Shah (MIT)

October 1 @ 11:00 am - 12:00 pm
E18-304

TBD

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Stochastics and Statistics Seminar

Yihong Wu (Yale University)

October 8 @ 11:00 am - 12:00 pm
E18-304

TBD

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Stochastics and Statistics Seminar

Yuting Wei, Wharton School at UPenn

October 15 @ 11:00 am - 12:00 pm
E18-304

TBD

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Stochastics and Statistics Seminar

Kevin Jamieson (University of Washington)

October 22 @ 11:00 am - 12:00 pm
E18-304

TBD

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Stochastics and Statistics Seminar

Ronen Eldan (Weizmann Institute of Science, Princeton University)

October 29 @ 11:00 am - 12:00 pm
E18-304

TBD

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November 2021

IDSS Distinguished Speaker Seminar with S. Craig Watkins (MLK Visiting Professor)

November 1 @ 4:00 pm - 5:00 pm
E18-304

Please join us on Monday, November 1, 2021 at 4:00pm for the Distinguished Speaker Seminar with S. Craig Watkins (MLK Visiting Professor).

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Stochastics and Statistics Seminar

Morgane Austern (Harvard University)

November 5 @ 11:00 am - 12:00 pm
E18-304

TBD

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Stochastics and Statistics Seminar

Cindy Rush (Columbia University)

November 12 @ 11:00 am - 12:00 pm
E18-304

TBD

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