{"id":"https://openalex.org/W4386158825","doi":"https://doi.org/10.23919/fusion52260.2023.10224093","title":"Deterministic Sampling of Arbitrary Densities Using Equal Sphere Packing of Volume under the Density (PoVuD)","display_name":"Deterministic Sampling of Arbitrary Densities Using Equal Sphere Packing of Volume under the Density (PoVuD)","publication_year":2023,"publication_date":"2023-06-28","ids":{"openalex":"https://openalex.org/W4386158825","doi":"https://doi.org/10.23919/fusion52260.2023.10224093"},"language":"en","primary_location":{"id":"doi:10.23919/fusion52260.2023.10224093","is_oa":false,"landing_page_url":"http://dx.doi.org/10.23919/fusion52260.2023.10224093","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 26th International Conference on Information Fusion (FUSION)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://publikationen.bibliothek.kit.edu/1000162605/152034656","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014503541","display_name":"Daniel R. Frisch","orcid":"https://orcid.org/0000-0002-7645-6405"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniel Frisch","raw_affiliation_strings":["Karlsruhe Institute of Technology (KIT),Intelligent Sensor-Actuator-Systems Laboratory (ISAS),Karlsruhe,Germany","Intelligent Sensor-Actuator-Systems Laboratory (ISAS), Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology (KIT),Intelligent Sensor-Actuator-Systems Laboratory (ISAS),Karlsruhe,Germany","institution_ids":["https://openalex.org/I102335020"]},{"raw_affiliation_string":"Intelligent Sensor-Actuator-Systems Laboratory (ISAS), Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055331421","display_name":"Uwe D. Hanebeck","orcid":"https://orcid.org/0000-0001-9870-2331"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Uwe D. Hanebeck","raw_affiliation_strings":["Karlsruhe Institute of Technology (KIT),Intelligent Sensor-Actuator-Systems Laboratory (ISAS),Karlsruhe,Germany","Intelligent Sensor-Actuator-Systems Laboratory (ISAS), Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology (KIT),Intelligent Sensor-Actuator-Systems Laboratory (ISAS),Karlsruhe,Germany","institution_ids":["https://openalex.org/I102335020"]},{"raw_affiliation_string":"Intelligent Sensor-Actuator-Systems Laboratory (ISAS), Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I102335020"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1029168,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9994000196456909,"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/T12056","display_name":"Markov Chains and Monte Carlo Methods","score":0.9969000220298767,"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":0.9944000244140625,"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/sphere-packing","display_name":"Sphere packing","score":0.7503782510757446},{"id":"https://openalex.org/keywords/homogeneity","display_name":"Homogeneity (statistics)","score":0.5786063075065613},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.563676118850708},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.5415416955947876},{"id":"https://openalex.org/keywords/probability-density-function","display_name":"Probability density function","score":0.5200676321983337},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.49226465821266174},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.4366445541381836},{"id":"https://openalex.org/keywords/kernel-density-estimation","display_name":"Kernel density estimation","score":0.4326702952384949},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.40261805057525635},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.23167738318443298},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.21242853999137878},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.20946288108825684},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.19902750849723816},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.09881454706192017}],"concepts":[{"id":"https://openalex.org/C183893376","wikidata":"https://www.wikidata.org/wiki/Q900117","display_name":"Sphere packing","level":2,"score":0.7503782510757446},{"id":"https://openalex.org/C142259097","wikidata":"https://www.wikidata.org/wiki/Q5891314","display_name":"Homogeneity (statistics)","level":2,"score":0.5786063075065613},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.563676118850708},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.5415416955947876},{"id":"https://openalex.org/C197055811","wikidata":"https://www.wikidata.org/wiki/Q207522","display_name":"Probability density function","level":2,"score":0.5200676321983337},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.49226465821266174},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.4366445541381836},{"id":"https://openalex.org/C71134354","wikidata":"https://www.wikidata.org/wiki/Q458825","display_name":"Kernel density estimation","level":3,"score":0.4326702952384949},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.40261805057525635},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.23167738318443298},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.21242853999137878},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.20946288108825684},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.19902750849723816},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.09881454706192017},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.23919/fusion52260.2023.10224093","is_oa":false,"landing_page_url":"http://dx.doi.org/10.23919/fusion52260.2023.10224093","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 26th International Conference on Information Fusion (FUSION)","raw_type":"proceedings-article"},{"id":"pmh:oai:EVASTAR-Karlsruhe.de:1000162605","is_oa":true,"landing_page_url":"https://publikationen.bibliothek.kit.edu/1000162605","pdf_url":"https://publikationen.bibliothek.kit.edu/1000162605/152034656","source":{"id":"https://openalex.org/S4306401992","display_name":"Repository KITopen (Karlsruhe Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I102335020","host_organization_name":"Karlsruhe Institute of Technology","host_organization_lineage":["https://openalex.org/I102335020"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"doc-type:conferenceObject"},{"id":"pmh:oai:EVASTAR-Karlsruhe.de:1000192554","is_oa":false,"landing_page_url":"https://publikationen.bibliothek.kit.edu/1000192554","pdf_url":null,"source":{"id":"https://openalex.org/S4306401992","display_name":"Repository KITopen (Karlsruhe Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I102335020","host_organization_name":"Karlsruhe Institute of Technology","host_organization_lineage":["https://openalex.org/I102335020"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"doc-type:conferenceObject"},{"id":"doi:10.5445/ir/1000192554","is_oa":true,"landing_page_url":"https://doi.org/10.5445/ir/1000192554","pdf_url":null,"source":{"id":"https://openalex.org/S7407052948","display_name":"KITopen","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I102335020","host_organization_name":"Karlsruhe Institute of Technology","host_organization_lineage":["https://openalex.org/I102335020"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:EVASTAR-Karlsruhe.de:1000162605","is_oa":true,"landing_page_url":"https://publikationen.bibliothek.kit.edu/1000162605","pdf_url":"https://publikationen.bibliothek.kit.edu/1000162605/152034656","source":{"id":"https://openalex.org/S4306401992","display_name":"Repository KITopen (Karlsruhe Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I102335020","host_organization_name":"Karlsruhe Institute of Technology","host_organization_lineage":["https://openalex.org/I102335020"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"doc-type:conferenceObject"},"sustainable_development_goals":[{"score":0.5099999904632568,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386158825.pdf","grobid_xml":"https://content.openalex.org/works/W4386158825.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W590971457","https://openalex.org/W1968177355","https://openalex.org/W1970319972","https://openalex.org/W1978501336","https://openalex.org/W2020934227","https://openalex.org/W2024060531","https://openalex.org/W2043357888","https://openalex.org/W2048971218","https://openalex.org/W2055789678","https://openalex.org/W2061779282","https://openalex.org/W2061987443","https://openalex.org/W2076362839","https://openalex.org/W2107802551","https://openalex.org/W2120575449","https://openalex.org/W2124665963","https://openalex.org/W2136661846","https://openalex.org/W2242472364","https://openalex.org/W2796079430","https://openalex.org/W3000108011","https://openalex.org/W3021155927","https://openalex.org/W3031275541","https://openalex.org/W3085594844","https://openalex.org/W3096051697","https://openalex.org/W3215894861","https://openalex.org/W4206330787","https://openalex.org/W4254657132","https://openalex.org/W4293094112","https://openalex.org/W4293252510","https://openalex.org/W4297788876","https://openalex.org/W4297794882","https://openalex.org/W4300580367","https://openalex.org/W4301014524","https://openalex.org/W6620533890","https://openalex.org/W6689985608","https://openalex.org/W6721480755","https://openalex.org/W6926824983"],"related_works":["https://openalex.org/W1528102763","https://openalex.org/W2465871978","https://openalex.org/W2351755528","https://openalex.org/W2585385340","https://openalex.org/W4297926828","https://openalex.org/W132006996","https://openalex.org/W1569550976","https://openalex.org/W3003818300","https://openalex.org/W2148400622","https://openalex.org/W2009868614"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2],"new":[3],"deterministic":[4],"sampling":[5],"method":[6,18],"for":[7],"arbitrary":[8],"densities,":[9,11],"unnormalized":[10],"and":[12,16],"likelihoods.":[13],"Our":[14],"rejection-free":[15],"kernel-free":[17],"uses":[19],"dense":[20],"equal":[21],"sphere":[22],"packing":[23],"of":[24],"the":[25,28],"volume":[26],"under":[27],"density":[29],"function":[30],"(PoVuD).":[31],"In":[32],"order":[33],"to":[34],"obtain":[35],"an":[36],"ensemble":[37],"that":[38],"is":[39],"better":[40],"than":[41],"independent":[42],"random":[43],"particles,":[44],"we":[45],"enforce":[46],"some":[47],"local":[48],"homogeneity.":[49]},"counts_by_year":[],"updated_date":"2026-08-25T07:29:55.448023","created_date":"2025-10-10T00:00:00"}
