Raphaël Jean Berthier

raphael.berthier@epfl.ch +41 21 693 92 44

EPFL SB SMA-GE
MA A2 403 (Bâtiment MA)
Station 8
CH-1015 Lausanne

+41 21 693 92 44
Office:  MA A2 403
EPFL > SB > SB-SMA > SMA-ENS

EPFL SB MATH MDS1
MA C2 553 (Bâtiment MA)
Station 8
CH-1015 Lausanne

+41 21 693 92 44
Office:  MA C2 553
EPFL > SB > MATH > MDS1

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

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Administrative data

Teaching & PhD

Teaching

Mathematics

Courses

Inference on graphs

The class covers topics related to statistical inference and algorithms on graphs: basic random graphs concepts, thresholds, subgraph containment (planted clique), connectivity, broadcasting on trees, stochastic block models and perceptron models. Requirement: basics of probability and statistics.