RetrievalGuard: Provably Robust 1-Nearest Neighbor Image Retrieval.

Yihan Wu Hongyang Zhang Heng Huang

Published in: ICML (2022)

Keyphrases

nearest neighbor
image retrieval
nearest neighbor search
high dimensional
k nearest neighbor
knn
image database
machine learning
feature space
support vector machine
image representation
computationally efficient
high dimensional data
robust estimation
retrieval accuracy