{"url":"/method/atmo","slug":"atmo","name":"ATMO","full_name":"AdapTive Meta Optimizer","full_name_withheld":false,"description_markdown":"This method combines multiple optimization techniques like [ADAM](https://paperswithcode.com/method/adam) and [SGD](https://paperswithcode.com/method/sgd) or PADAM. This method can be applied to any couple of optimizers.\r\n\r\nImage credit: [Combining Optimization Methods Using an Adaptive Meta Optimizer](https://www.mdpi.com/1999-4893/14/6/186)","description_state":"present","introduced_year":null,"introduced_by":{"title":"Combining Optimization Methods Using an Adaptive Meta Optimizer","paper":"/paper/combining-optimization-methods-using-an","first_author":"Nicola Landro","n_authors":3,"url_abs":null,"archive_paper_url":"https://paperswithcode.com/paper/combining-optimization-methods-using-an"},"source":{"url":"https://www.mdpi.com/1999-4893/14/6/186","title":"Combining Optimization Methods Using an Adaptive Meta Optimizer","url_on_a_paper_host":true},"code_snippet_url":null,"code_snippet_url_on_a_code_host":false,"categories":[{"area":"General","area_id":"general","collection":"Stochastic Optimization","url":"/methods/category/stochastic-optimization","pwc_aliases":[]}],"n_papers_tagged":1,"archive_num_papers":1,"papers_newest_first":[{"paper":"/paper/combining-optimization-methods-using-an","title":"Combining Optimization Methods Using an Adaptive Meta Optimizer","date":"2021-06-19","arxiv_id":null,"n_code_links":2,"syntology":null}],"papers_shown":1,"tasks":[{"task":"/task/articles","name":"Articles","papers":1}],"tasks_shown":1,"n_tasks":1,"usage_by_year":[{"year":"2021","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/atmo"},"syntology_read_at":"2026-09-24T18:15:14+00:00"}