{"id":"https://openalex.org/W4399239760","doi":"https://doi.org/10.1137/23m1608690","title":"Robust and Tuning-Free Sparse Linear Regression via Square-Root Slope","display_name":"Robust and Tuning-Free Sparse Linear Regression via Square-Root Slope","publication_year":2024,"publication_date":"2024-05-31","ids":{"openalex":"https://openalex.org/W4399239760","doi":"https://doi.org/10.1137/23m1608690"},"language":"en","primary_location":{"id":"doi:10.1137/23m1608690","is_oa":true,"landing_page_url":"https://doi.org/10.1137/23m1608690","pdf_url":null,"source":{"id":"https://openalex.org/S4210229561","display_name":"SIAM Journal on Mathematics of Data Science","issn_l":"2577-0187","issn":["2577-0187"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Journal on Mathematics of Data Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1137/23m1608690","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035506999","display_name":"Stanislav Minsker","orcid":"https://orcid.org/0000-0002-1452-2956"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Stanislav Minsker","raw_affiliation_strings":["Department of Mathematics, University of Southern California, Los Angeles, CA 90089 USA"],"raw_orcid":"https://orcid.org/0000-0002-1452-2956","affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Southern California, Los Angeles, CA 90089 USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091567428","display_name":"Mohamed Ndaoud","orcid":"https://orcid.org/0000-0002-0255-9815"},"institutions":[{"id":"https://openalex.org/I124261006","display_name":"\u00c9cole Sup\u00e9rieure des Sciences \u00c9conomiques et Commerciales","ror":"https://ror.org/02dga6j42","country_code":"FR","type":"other","lineage":["https://openalex.org/I124261006"]},{"id":"https://openalex.org/I4210142324","display_name":"CY Cergy Paris Universit\u00e9","ror":"https://ror.org/043htjv09","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210142324"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mohamed Ndaoud","raw_affiliation_strings":["Department of Information Systems, Decision Sciences and Statistics, ESSEC Business School, 95021 Cergy-Pontoise Cedex France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, Decision Sciences and Statistics, ESSEC Business School, 95021 Cergy-Pontoise Cedex France","institution_ids":["https://openalex.org/I4210142324","https://openalex.org/I124261006"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100689696","display_name":"Lang Wang","orcid":"https://orcid.org/0009-0002-8117-0900"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lang Wang","raw_affiliation_strings":["Department of Mathematics, University of Southern California, Los Angeles, CA 90089 USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Southern California, Los Angeles, CA 90089 USA","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035506999"],"corresponding_institution_ids":["https://openalex.org/I1174212"],"apc_list":null,"apc_paid":null,"fwci":1.3504,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.79978296,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"6","issue":"2","first_page":"428","last_page":"453"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.994700014591217,"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/T10136","display_name":"Statistical Methods and Inference","score":0.994700014591217,"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/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9904999732971191,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/square-root","display_name":"Square root","score":0.6044527292251587},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5647854208946228},{"id":"https://openalex.org/keywords/root","display_name":"Root (linguistics)","score":0.498154878616333},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.49100568890571594},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.4565228819847107},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.44451719522476196},{"id":"https://openalex.org/keywords/robust-regression","display_name":"Robust regression","score":0.41962170600891113},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.12240976095199585}],"concepts":[{"id":"https://openalex.org/C11577676","wikidata":"https://www.wikidata.org/wiki/Q134237","display_name":"Square root","level":2,"score":0.6044527292251587},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5647854208946228},{"id":"https://openalex.org/C171078966","wikidata":"https://www.wikidata.org/wiki/Q111029","display_name":"Root (linguistics)","level":2,"score":0.498154878616333},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.49100568890571594},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.4565228819847107},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.44451719522476196},{"id":"https://openalex.org/C70259352","wikidata":"https://www.wikidata.org/wiki/Q1847839","display_name":"Robust regression","level":3,"score":0.41962170600891113},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.12240976095199585},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1137/23m1608690","is_oa":true,"landing_page_url":"https://doi.org/10.1137/23m1608690","pdf_url":null,"source":{"id":"https://openalex.org/S4210229561","display_name":"SIAM Journal on Mathematics of Data Science","issn_l":"2577-0187","issn":["2577-0187"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Journal on Mathematics of Data Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1137/23m1608690","is_oa":true,"landing_page_url":"https://doi.org/10.1137/23m1608690","pdf_url":null,"source":{"id":"https://openalex.org/S4210229561","display_name":"SIAM Journal on Mathematics of Data Science","issn_l":"2577-0187","issn":["2577-0187"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Journal on Mathematics of Data Science","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6499999761581421,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G2013301072","display_name":null,"funder_award_id":"DMS CAREER-2045068","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4013344283","display_name":null,"funder_award_id":"CIF-1908905","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1916786071","https://openalex.org/W1969515697","https://openalex.org/W2057690238","https://openalex.org/W2092058109","https://openalex.org/W2108394050","https://openalex.org/W2108665278","https://openalex.org/W2109921208","https://openalex.org/W2111110848","https://openalex.org/W2135046866","https://openalex.org/W2288884963","https://openalex.org/W2461502110","https://openalex.org/W2755808604","https://openalex.org/W3010140118","https://openalex.org/W3100937728","https://openalex.org/W3121832289","https://openalex.org/W3135175840","https://openalex.org/W4205730746"],"related_works":["https://openalex.org/W2217961521","https://openalex.org/W2001134355","https://openalex.org/W1595735471","https://openalex.org/W3120038327","https://openalex.org/W1561772133","https://openalex.org/W113971542","https://openalex.org/W3029623871","https://openalex.org/W933873750","https://openalex.org/W2200340134","https://openalex.org/W4308789280"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
