{"id":"https://openalex.org/W3105003902","doi":null,"title":"Learning Causal Effects via Weighted Empirical Risk Minimization","display_name":"Learning Causal Effects via Weighted Empirical Risk Minimization","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3105003902","mag":"3105003902"},"language":"en","primary_location":{"id":"mag:3105003902","doi":null,"is_oa":false,"landing_page_url":"https://papers.nips.cc/paper/2020/file/95a6fc111fa11c3ab209a0ed1b9abeb6-Paper.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4363606243","display_name":"neural information processing systems","issn_l":"1049-5258","issn":["1049-5258"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-2"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Neural Information Processing Systems","raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5104011183","display_name":"Yonghan Jung","orcid":"https://orcid.org/0000-0003-0132-7788","observed_orcids":["https://orcid.org/0000-0003-0132-7788"]},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yonghan Jung","raw_affiliation_strings":["Purdue University West Lafayette, West Lafayette, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University West Lafayette, West Lafayette, United States","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073863021","display_name":"Jin Wen Tian","orcid":"https://orcid.org/0000-0001-5313-1600","observed_orcids":["https://orcid.org/0000-0001-5313-1600"]},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jin Tian","raw_affiliation_strings":["Iowa State University, Ames, United States"],"raw_orcid":"https://orcid.org/0000-0001-5313-1600","affiliations":[{"raw_affiliation_string":"Iowa State University, Ames, United States","institution_ids":["https://openalex.org/I173911158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039620960","display_name":"Elias Bareinboim","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elias Bareinboim","raw_affiliation_strings":["Columbia University, New York, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Columbia University, New York, United States","institution_ids":["https://openalex.org/I78577930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.138,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.89654058,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"33","issue":null,"first_page":"12697","last_page":"12709"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10845","display_name":"Advanced Causal Inference Techniques","score":0.9833999872207642,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"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/T10845","display_name":"Advanced Causal Inference Techniques","score":0.9833999872207642,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"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/T10136","display_name":"Statistical Methods and Inference","score":0.002199999988079071,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"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/T12072","display_name":"Machine Learning and Algorithms","score":0.0019000000320374966,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/causal-effect-estimation","display_name":"causal effect estimation","score":0.9200000166893005},{"id":"https://openalex.org/keywords/causal-inference","display_name":"causal inference","score":0.6840000152587891}],"concepts":[{"id":"https://openalex.org/C107321475","wikidata":"https://www.wikidata.org/wiki/Q5374254","display_name":"Empirical risk minimization","level":2,"score":0.6699156761169434},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.5824254155158997},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5818941593170166},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3682171106338501},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.36476078629493713},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3587943911552429},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24317282438278198},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:3105003902","doi":null,"is_oa":false,"landing_page_url":"https://papers.nips.cc/paper/2020/file/95a6fc111fa11c3ab209a0ed1b9abeb6-Paper.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4363606243","display_name":"neural information processing systems","issn_l":"1049-5258","issn":["1049-5258"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-2"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Neural Information Processing Systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W123476658","https://openalex.org/W1029043949","https://openalex.org/W1592297672","https://openalex.org/W1673419196","https://openalex.org/W1840091437","https://openalex.org/W1978380814","https://openalex.org/W1994857208","https://openalex.org/W2009187570","https://openalex.org/W2010029425","https://openalex.org/W2014781078","https://openalex.org/W2022450888","https://openalex.org/W2034368206","https://openalex.org/W2049910836","https://openalex.org/W2064903582","https://openalex.org/W2082299845","https://openalex.org/W2104094955","https://openalex.org/W2110091014","https://openalex.org/W2111355007","https://openalex.org/W2112796928","https://openalex.org/W2122124659","https://openalex.org/W2131953535","https://openalex.org/W2137370054","https://openalex.org/W2143891888","https://openalex.org/W2144351155","https://openalex.org/W2150291618","https://openalex.org/W2155195660","https://openalex.org/W2159198921","https://openalex.org/W2251567929","https://openalex.org/W2389937032","https://openalex.org/W2466989778","https://openalex.org/W2548641835","https://openalex.org/W2779135360","https://openalex.org/W2903571680","https://openalex.org/W2912280829","https://openalex.org/W2963453204","https://openalex.org/W2963489350","https://openalex.org/W2963882293","https://openalex.org/W2965237851","https://openalex.org/W2970325860","https://openalex.org/W2997261067","https://openalex.org/W3102476541"],"related_works":["https://openalex.org/W7196974980","https://openalex.org/W7133203190","https://openalex.org/W7133244510","https://openalex.org/W1578264659","https://openalex.org/W7133212216","https://openalex.org/W7133196731","https://openalex.org/W6922345125","https://openalex.org/W7133227049","https://openalex.org/W7133211916","https://openalex.org/W4415795604"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2020-11-23T00:00:00"}