{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11295241","patent":{"patent_number":"US-11295241","title":"System and method for incremental training of machine learning models in artificial intelligence systems, including incremental training using analysis of network identity graphs","assignee":null,"inventors":[],"filing_date":"2021-02-19T00:00:00.000Z","publication_date":"2022-04-05T00:00:00.000Z","cpc_codes":["G06N","G06N","G06F","G06N","G06N","G06N"],"num_claims":12,"abstract":"Systems and methods for embodiments of incremental training of machine learning model in artificial intelligence systems are disclosed. Specifically, embodiments of incremental training of machine learning models using drift detection models are disclosed, including embodiments that utilize drift detection models to determine drift based on identity graphs in artificial intelligence identity management systems."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"System and method for incremental training of machine learning models in artificial intelligence systems, including incremental training using analysis of network identity graphs","description":"Systems and methods for embodiments of incremental training of machine learning model in artificial intelligence systems are disclosed. Specifically, embodiments of incremental training of machine lea","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11295241","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-11295241","citation_suggestion":"Patentable. \"System and method for incremental training of machine learning models in artificial intelligence systems, including incremental training using analysis of network identity graphs\" (US-11295241). https://patentable.app/patents/US-11295241","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11295241","json":"https://patentable.app/api/llm-context/US-11295241","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T10:35:45.528Z"}