Soham Sarkar

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

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

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

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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.