no code implementations • 21 Jun 2023 • Diego Ihara Centurion, Karine Chubarian, Bohan Fan, Francesco Sgherzi, Thiruvenkadam S Radhakrishnan, Anastasios Sidiropoulos, Angelo Straight
We propose a label poisoning attack on geometric data sets against $k$-nearest neighbor classification.
1 code implementation • NAACL 2021 • Karine Chubarian, Abdul Rafae Khan, Anastasios Sidiropoulos, Jia Xu
Deep Learning-based NLP systems can be sensitive to unseen tokens and hard to learn with high-dimensional inputs, which critically hinder learning generalization.