Rajita Ramesh Chandak
EPFL SB MATH
CM 1 618 (Centre Midi)
Station 10
1015 Lausanne
Web site: Web site: https://math.epfl.ch/
+41 21 693 74 07
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Web site: Web site: https://sma.epfl.ch/
Fields of expertise
Nonparametric estimation, statistical inference, theory of machine learning
Education
PhD
Princeton University
2024
Teaching & PhD
Teaching
Mathematics
Courses
Nonparametric estimation and inference
Nonparametric models are used to identify a wide range of relationships within data. This course gives a graduate-level overview of nonparametric statistical estimation and inference theory.
Statistical inference
Inference from the particular to the general based on probability models is central to the statistical method. This course gives a graduate-level introduction of the main ideas of statistical inference.