How Robust is the Median-of-Means? Concentration Bounds in Presence of Outliers.

Pierre Laforgue Guillaume Staerman Stéphan Clémençon

Published in: CoRR (2020)

Keyphrases

lower bound
upper bound
robust regression
robust statistics
computationally efficient
robust statistical
information systems
neural network
worst case bounds
imaging artifacts
robust estimators
outlier rejection
reliable detection
average case
robust estimation
parameter tuning
partial occlusion
worst case