Raphaël Jean Berthier
Web site: Web site: https://sma.epfl.ch/
EPFL SB MATH SDM1
MA C2 553 (Bâtiment MA)
Web site: Web site: https://mds.epfl.ch/
Teaching & PhD
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.