RS-Del: Edit Distance Robustness Certificates for Sequence Classifiers via Randomized Deletion

Zhuoqun Huang, Neil G. Marchant, Keane Lucas, Lujo Bauer, Olga Ohrimenko, Benjamin I. P. Rubinstein. RS-Del: Edit Distance Robustness Certificates for Sequence Classifiers via Randomized Deletion. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

@inproceedings{HuangMLBOR23,
  title = {RS-Del: Edit Distance Robustness Certificates for Sequence Classifiers via Randomized Deletion},
  author = {Zhuoqun Huang and Neil G. Marchant and Keane Lucas and Lujo Bauer and Olga Ohrimenko and Benjamin I. P. Rubinstein},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/3ba82362eb0aa75487069f19fde794fe-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/HuangMLBOR23},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023},
  editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine},
}