{"id":"https://openalex.org/W2944715081","doi":"https://doi.org/10.1007/978-3-030-20656-7_2","title":"Densifying Assumed-Sparse Tensors","display_name":"Densifying Assumed-Sparse Tensors","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2944715081","doi":"https://doi.org/10.1007/978-3-030-20656-7_2","mag":"2944715081"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-20656-7_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-20656-7_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"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/A5048013933","display_name":"Derya \u00c7avdar","orcid":null},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Derya Cavdar","raw_affiliation_strings":["Amazon, Seattle, WA, USA"],"affiliations":[{"raw_affiliation_string":"Amazon, Seattle, WA, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000465445","display_name":"Valeriu Codreanu","orcid":"https://orcid.org/0000-0002-8348-7998"},"institutions":[{"id":"https://openalex.org/I4210108155","display_name":"SURFsara (Netherlands)","ror":"https://ror.org/01k0v6g02","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210108155"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Valeriu Codreanu","raw_affiliation_strings":["SURFSara, Utrecht, The Netherlands"],"affiliations":[{"raw_affiliation_string":"SURFSara, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I4210108155"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103177913","display_name":"Can Karakus","orcid":"https://orcid.org/0000-0001-6878-6984"},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Can Karakus","raw_affiliation_strings":["Amazon, Seattle, WA, USA"],"affiliations":[{"raw_affiliation_string":"Amazon, Seattle, WA, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081150834","display_name":"John A. Lockman","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149435","display_name":"DELL (United States)","ror":"https://ror.org/05rejmm18","country_code":"US","type":"company","lineage":["https://openalex.org/I4210149435"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John A. Lockman","raw_affiliation_strings":["Dell EMC, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"Dell EMC, Austin, TX, USA","institution_ids":["https://openalex.org/I4210149435"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082752831","display_name":"Damian Podareanu","orcid":"https://orcid.org/0000-0002-4207-8725"},"institutions":[{"id":"https://openalex.org/I4210108155","display_name":"SURFsara (Netherlands)","ror":"https://ror.org/01k0v6g02","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210108155"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Damian Podareanu","raw_affiliation_strings":["SURFSara, Utrecht, The Netherlands"],"affiliations":[{"raw_affiliation_string":"SURFSara, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I4210108155"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004201428","display_name":"Vikram A. Saletore","orcid":"https://orcid.org/0000-0001-8642-539X"},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vikram Saletore","raw_affiliation_strings":["Intel, Portland, OR, USA"],"affiliations":[{"raw_affiliation_string":"Intel, Portland, OR, USA","institution_ids":["https://openalex.org/I1343180700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101711419","display_name":"Alexander Sergeev","orcid":"https://orcid.org/0000-0001-7883-6017"},"institutions":[{"id":"https://openalex.org/I2946016260","display_name":"Uber AI (United States)","ror":"https://ror.org/05vm0ed18","country_code":"US","type":"company","lineage":["https://openalex.org/I2946016260"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander Sergeev","raw_affiliation_strings":["Uber, Seattle, WA, USA"],"affiliations":[{"raw_affiliation_string":"Uber, Seattle, WA, USA","institution_ids":["https://openalex.org/I2946016260"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075712297","display_name":"Don D. Smith","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149435","display_name":"DELL (United States)","ror":"https://ror.org/05rejmm18","country_code":"US","type":"company","lineage":["https://openalex.org/I4210149435"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Don D. Smith","raw_affiliation_strings":["Dell EMC, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"Dell EMC, Austin, TX, USA","institution_ids":["https://openalex.org/I4210149435"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025123883","display_name":"Victor Suthichai","orcid":null},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Victor Suthichai","raw_affiliation_strings":["Amazon, Seattle, WA, USA"],"affiliations":[{"raw_affiliation_string":"Amazon, Seattle, WA, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047917717","display_name":"Quy Ta","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149435","display_name":"DELL (United States)","ror":"https://ror.org/05rejmm18","country_code":"US","type":"company","lineage":["https://openalex.org/I4210149435"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Quy Ta","raw_affiliation_strings":["Dell EMC, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"Dell EMC, Austin, TX, USA","institution_ids":["https://openalex.org/I4210149435"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083164183","display_name":"Srinivas Varadharajan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149435","display_name":"DELL (United States)","ror":"https://ror.org/05rejmm18","country_code":"US","type":"company","lineage":["https://openalex.org/I4210149435"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Srinivas Varadharajan","raw_affiliation_strings":["Dell EMC, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"Dell EMC, Austin, TX, USA","institution_ids":["https://openalex.org/I4210149435"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028937474","display_name":"Lucas A. Wilson","orcid":"https://orcid.org/0000-0002-0686-3152"},"institutions":[{"id":"https://openalex.org/I4210149435","display_name":"DELL (United States)","ror":"https://ror.org/05rejmm18","country_code":"US","type":"company","lineage":["https://openalex.org/I4210149435"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lucas A. Wilson","raw_affiliation_strings":["Dell EMC, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"Dell EMC, Austin, TX, USA","institution_ids":["https://openalex.org/I4210149435"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083192531","display_name":"Rengan Xu","orcid":"https://orcid.org/0000-0002-5230-5530"},"institutions":[{"id":"https://openalex.org/I4210149435","display_name":"DELL (United States)","ror":"https://ror.org/05rejmm18","country_code":"US","type":"company","lineage":["https://openalex.org/I4210149435"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rengan Xu","raw_affiliation_strings":["Dell EMC, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"Dell EMC, Austin, TX, USA","institution_ids":["https://openalex.org/I4210149435"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019594660","display_name":"Pei Yang","orcid":"https://orcid.org/0000-0001-8926-9695"},"institutions":[{"id":"https://openalex.org/I4210149435","display_name":"DELL (United States)","ror":"https://ror.org/05rejmm18","country_code":"US","type":"company","lineage":["https://openalex.org/I4210149435"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pei Yang","raw_affiliation_strings":["Dell EMC, Austin, TX, USA"],"affiliations":[{"raw_affiliation_string":"Dell EMC, Austin, TX, USA","institution_ids":["https://openalex.org/I4210149435"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":14,"corresponding_author_ids":["https://openalex.org/A5048013933"],"corresponding_institution_ids":["https://openalex.org/I1311688040"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.7689,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.71023622,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"23","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9980999827384949,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9980000257492065,"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"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9922000169754028,"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/computer-science","display_name":"Computer science","score":0.8730735182762146},{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.7327827215194702},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.7218153476715088},{"id":"https://openalex.org/keywords/scaling","display_name":"Scaling","score":0.6513277888298035},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5766709446907043},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.5463162660598755},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.5358558893203735},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4251607060432434},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4040995240211487},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3230104446411133},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.09709674119949341},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.0751166045665741}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8730735182762146},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.7327827215194702},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.7218153476715088},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.6513277888298035},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5766709446907043},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.5463162660598755},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.5358558893203735},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4251607060432434},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4040995240211487},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3230104446411133},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09709674119949341},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0751166045665741},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-20656-7_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-20656-7_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320332414","display_name":"Department of Mechanical Engineering, University of Texas at Austin","ror":"https://ror.org/00hj54h04"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W26797728","https://openalex.org/W1481858049","https://openalex.org/W2101105183","https://openalex.org/W2130942839","https://openalex.org/W2153653739","https://openalex.org/W2155893237","https://openalex.org/W2157331557","https://openalex.org/W2520160253","https://openalex.org/W2549139847","https://openalex.org/W2550821151","https://openalex.org/W2609985544","https://openalex.org/W2731415668","https://openalex.org/W2752782242","https://openalex.org/W2796108585","https://openalex.org/W2899771611","https://openalex.org/W2901739041","https://openalex.org/W2962965405","https://openalex.org/W2963403868","https://openalex.org/W2963420686","https://openalex.org/W2963807318","https://openalex.org/W2964265128","https://openalex.org/W2964308564","https://openalex.org/W6737778391","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W3176018525","https://openalex.org/W2903533908","https://openalex.org/W2903810591","https://openalex.org/W3026554633","https://openalex.org/W4289548192","https://openalex.org/W2888520903","https://openalex.org/W2903399267","https://openalex.org/W2949454572","https://openalex.org/W2952599318","https://openalex.org/W2890256614"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}