Soham Sarkar

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soham.sarkar@epfl.ch +41 21 693 25 66 https://sites.google.com/view/sohamsarkar

EPFL SB MATH SMAT
MA B1 523 (Bâtiment MA)
Station 8
CH-1015 Lausanne

+41 21 693 25 66
+41 21 693 02 78
Office:  MA B1 523
EPFL > SB > MATH > SMAT

Web site:  Web site:  https://smat.epfl.ch

EPFL AVP-PGE EDMA-ENS
MA B2 424 (Bâtiment MA)
Station 8
CH-1015 Lausanne

+41 21 693 02 78
Office:  MA B2 424
EPFL > VPA > VPA-AVP-PGE > AVP-PGE-EDOC > EDMA-ENS

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Administrative data

Teaching & PhD

Courses

Learning Theory of Nonparametric Regression

This course is intended to give a brief overview of how to prove consistency results in nonparametric regression. In particular, we will focus on least-square regression estimators. Some connections to the empirical risk minimization (ERM) problem will be discussed from time to time.