Myrto Limnios
+41 21 693 01 89
EPFL › SB › SB-SMA › SMA-ENS
Website: https://sma.epfl.ch/
EPFL SB MATH
CM 1 618 (Centre Midi)
Station 10
1015 Lausanne
+41 21 693 01 89
Office:
CM 1 618
EPFL › SB › MATH › MATH-GE
Website: https://math.epfl.ch/
Teaching & PhD
Courses
Empirical processes
MATH-522
We learn how to control the nonasymptotic and random behavior of collections of estimators, when indexed by classes of functions/sets. Examples range from prototypical estimators used by statisticians, to nonparametric models used in machine learning.
Probability and statistics
MATH-234(d)
This course teaches the basic concepts of probability theory and statistics, such as inference, testing and regression.
Statistical machine learning
MATH-412
A course on statistical machine learning for supervised and unsupervised learning