{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11288567","patent":{"patent_number":"US-11288567","title":"Method for training deep neural network (DNN) using auxiliary regression targets","assignee":null,"inventors":[],"filing_date":"2018-11-19T00:00:00.000Z","publication_date":"2022-03-29T00:00:00.000Z","cpc_codes":["G06N","G06N","G06N","G06N"],"num_claims":15,"abstract":"A method for training a machine learning model includes calculating auxiliary regression targets (ARTs) for a training data set, modifying an input neural network architecture to provide a modified neural network architecture that includes a parallel neural network layer stack for regressing the ARTs, and training the modified neural network architecture on the ARTs in addition to original machine learning problem targets for the training data set."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method for training deep neural network (DNN) using auxiliary regression targets","description":"A method for training a machine learning model includes calculating auxiliary regression targets (ARTs) for a training data set, modifying an input neural network architecture to provide a modified ne","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11288567","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-11288567","citation_suggestion":"Patentable. \"Method for training deep neural network (DNN) using auxiliary regression targets\" (US-11288567). https://patentable.app/patents/US-11288567","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11288567","json":"https://patentable.app/api/llm-context/US-11288567","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T22:16:21.555Z"}