{"id":"https://openalex.org/keywords/iterative-regularization","display_name":"iterative regularization","description":"A method for stabilizing ill-posed estimation or learning problems by controlling successive iterations, used in inverse problems and statistical learning.","display_name_alternatives":["iterative regularisation"],"ids":{"openalex":"https://openalex.org/keywords/iterative-regularization","wikidata":null},"primary_topic":{"id":"https://openalex.org/T11205","display_name":"Numerical methods in inverse problems","score":0.5729,"subfield":{"id":"https://openalex.org/subfields/2610","display_name":"Mathematical Physics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11205","display_name":"Numerical methods in inverse problems","score":0.5729,"subfield":{"id":"https://openalex.org/subfields/2610","display_name":"Mathematical Physics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.0744,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"works_count":1642,"cited_by_count":24812,"works_api_url":"https://api.openalex.org/works?filter=keywords.id:keywords/iterative-regularization","updated_date":"2026-10-16T04:06:51","created_date":"2026-09-30T00:00:00"}