{"url":"/method/randomized-deletion","slug":"randomized-deletion","name":"Randomized Deletion","full_name":"Randomized Deletion","full_name_withheld":false,"description_markdown":null,"description_state":"absent","introduced_year":null,"introduced_by":{"title":null,"paper":null,"first_author":null,"n_authors":0,"url_abs":null,"archive_paper_url":null},"source":{"url":null,"title":null,"url_on_a_paper_host":false},"code_snippet_url":null,"code_snippet_url_on_a_code_host":false,"categories":[{"area":"General","area_id":"general","collection":"Robustness Methods","url":"/methods/category/robustness-methods","pwc_aliases":[]}],"n_papers_tagged":2,"archive_num_papers":2,"papers_newest_first":[{"paper":null,"title":"CERT-ED: Certifiably Robust Text Classification for Edit Distance","date":"2024-08-01","arxiv_id":"2408.00728","n_code_links":0,"syntology":null},{"paper":"/paper/rs-del-edit-distance-robustness-certificates-1","title":"RS-Del: Edit Distance Robustness Certificates for Sequence Classifiers via Randomized Deletion","date":"2023-01-31","arxiv_id":"2302.01757","n_code_links":2,"syntology":{"ran":5,"of":14,"unverified":9,"pointer_only":0}}],"papers_shown":2,"tasks":[{"task":"/task/binary-classification","name":"Binary Classification","papers":1},{"task":"/task/malware-detection","name":"Malware Detection","papers":1},{"task":"/task/text-classification","name":"Text Classification","papers":1},{"task":"/task/text-classification-1","name":"text-classification","papers":1}],"tasks_shown":4,"n_tasks":4,"usage_by_year":[{"year":"2023","papers":1},{"year":"2024","papers":1}],"row_source":"methods_table","archive":{"source":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","archive_url":"https://paperswithcode.com/method/randomized-deletion"},"syntology_read_at":"2026-09-24T18:15:14+00:00"}