{"id":"https://openalex.org/W2976289048","doi":"https://doi.org/10.1109/isit.2019.8849310","title":"An Efficient Algorithm for Capacity-Approaching Noisy Adaptive Group Testing","display_name":"An Efficient Algorithm for Capacity-Approaching Noisy Adaptive Group Testing","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2976289048","doi":"https://doi.org/10.1109/isit.2019.8849310","mag":"2976289048"},"language":"en","primary_location":{"id":"doi:10.1109/isit.2019.8849310","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit.2019.8849310","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"},"type":"article","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/A5046337437","display_name":"Jonathan Scarlett","orcid":"https://orcid.org/0000-0003-1403-9160"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Jonathan Scarlett","raw_affiliation_strings":["Deptartment of Computer Science &#x0026; Department of Mathematics, National University of Singapore","Deptartment of Computer Science & Department of Mathematics, National University of Singapore"],"affiliations":[{"raw_affiliation_string":"Deptartment of Computer Science &#x0026; Department of Mathematics, National University of Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Deptartment of Computer Science & Department of Mathematics, National University of Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5046337437"],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":null,"apc_paid":null,"fwci":2.0229,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.86606065,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2679","last_page":"2683"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11754","display_name":"SARS-CoV-2 detection and testing","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11754","display_name":"SARS-CoV-2 detection and testing","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10207","display_name":"Advanced biosensing and bioanalysis techniques","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9724000096321106,"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/group-testing","display_name":"Group testing","score":0.8489934802055359},{"id":"https://openalex.org/keywords/converse","display_name":"Converse","score":0.8259157538414001},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.6820658445358276},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6190584301948547},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.576943576335907},{"id":"https://openalex.org/keywords/upper-and-lower-bounds","display_name":"Upper and lower bounds","score":0.5491457581520081},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.49723032116889954},{"id":"https://openalex.org/keywords/channel-capacity","display_name":"Channel capacity","score":0.453967422246933},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.3908683657646179},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3604884147644043},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3148089349269867},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.0996251106262207}],"concepts":[{"id":"https://openalex.org/C177580056","wikidata":"https://www.wikidata.org/wiki/Q5611272","display_name":"Group testing","level":2,"score":0.8489934802055359},{"id":"https://openalex.org/C2776809875","wikidata":"https://www.wikidata.org/wiki/Q1375963","display_name":"Converse","level":2,"score":0.8259157538414001},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.6820658445358276},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6190584301948547},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.576943576335907},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"score":0.5491457581520081},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.49723032116889954},{"id":"https://openalex.org/C97744766","wikidata":"https://www.wikidata.org/wiki/Q870845","display_name":"Channel capacity","level":3,"score":0.453967422246933},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.3908683657646179},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3604884147644043},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3148089349269867},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0996251106262207},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isit.2019.8849310","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit.2019.8849310","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W53444143","https://openalex.org/W209134882","https://openalex.org/W1544735579","https://openalex.org/W1826313918","https://openalex.org/W1968199120","https://openalex.org/W1974466705","https://openalex.org/W1975680434","https://openalex.org/W1992784553","https://openalex.org/W2011318632","https://openalex.org/W2017825268","https://openalex.org/W2049842402","https://openalex.org/W2067389921","https://openalex.org/W2068033507","https://openalex.org/W2101627389","https://openalex.org/W2112118326","https://openalex.org/W2113056523","https://openalex.org/W2138323948","https://openalex.org/W2167973519","https://openalex.org/W2173497155","https://openalex.org/W2268426235","https://openalex.org/W2273666145","https://openalex.org/W2510244936","https://openalex.org/W2582049860","https://openalex.org/W2795394396","https://openalex.org/W2885688104","https://openalex.org/W2963506507","https://openalex.org/W3004406280","https://openalex.org/W3097993501","https://openalex.org/W3100593671","https://openalex.org/W3101622702","https://openalex.org/W3103169419","https://openalex.org/W4239807698","https://openalex.org/W4288365497","https://openalex.org/W4289670377","https://openalex.org/W6754234170","https://openalex.org/W6762275403","https://openalex.org/W6785243756"],"related_works":["https://openalex.org/W2387449261","https://openalex.org/W2418518962","https://openalex.org/W3101622702","https://openalex.org/W3034115213","https://openalex.org/W2952143635","https://openalex.org/W4298057320","https://openalex.org/W2268426235","https://openalex.org/W2020347709","https://openalex.org/W2743400891","https://openalex.org/W3021623345"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"consider":[4],"the":[5,48,54,64,84],"group":[6],"testing":[7],"problem":[8],"with":[9,23],"adaptive":[10],"test":[11],"designs":[12],"and":[13,39,77],"noisy":[14],"outcomes.":[15],"We":[16,51],"propose":[17],"a":[18,40,79],"computationally":[19,74],"efficient":[20],"four-stage":[21],"procedure":[22],"components":[24],"including":[25],"random":[26],"binning,":[27],"identification":[28],"of":[29,58],"bins":[30],"containing":[31],"defective":[32],"items,":[33],"1-sparse":[34],"recovery":[35],"via":[36],"channel":[37],"codes,":[38],"\"clean-up\"":[41],"step":[42],"to":[43,63],"correct":[44],"any":[45],"errors":[46],"from":[47],"earlier":[49],"stages.":[50],"prove":[52],"that":[53],"asymptotic":[55],"required":[56],"number":[57],"tests":[59],"comes":[60],"very":[61],"close":[62],"best":[65],"known":[66],"information-theoretic":[67],"achievability":[68],"bound":[69,82],"(which":[70],"is":[71],"based":[72],"on":[73],"intractable":[75],"decoding),":[76],"approaches":[78],"capacity-based":[80],"converse":[81],"in":[83],"low-sparsity":[85],"regime.":[86]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-14T06:41:57.775601","created_date":"2025-10-10T00:00:00"}
