Generalization Bounds in the Presence of Outliers: a Median-of-Means Study.

Pierre Laforgue Guillaume Staerman Stéphan Clémençon

Published in: ICML (2021)

Keyphrases

high dimensional
model selection
theoretical framework
generalization bounds
objective function
pairwise
data points
web search
data dependent
convex combinations