{"id":"https://openalex.org/W2999416156","doi":"https://doi.org/10.5555/2789272.2912093","title":"Optimality of Poisson processes intensity learning with Gaussian processes","display_name":"Optimality of Poisson processes intensity learning with Gaussian processes","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2999416156","doi":"https://doi.org/10.5555/2789272.2912093","mag":"2999416156"},"language":"en","primary_location":{"id":"mag:2999416156","is_oa":false,"landing_page_url":"https://dl.acm.org/doi/10.5555/2789272.2912093","pdf_url":null,"source":{"id":"https://openalex.org/S118988714","display_name":"Journal of Machine Learning Research","issn_l":"1532-4435","issn":["1532-4435","1533-7928"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Journal of Machine Learning Research","raw_type":null},"type":"article","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/A5077434681","display_name":"KirichenkoAlisa","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"KirichenkoAlisa","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5001874054","display_name":"Van ZantenHarry","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Van ZantenHarry","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26195488,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9824000000953674,"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/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9824000000953674,"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/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.9049000144004822,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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"}}],"keywords":[{"id":"https://openalex.org/keywords/poisson-distribution","display_name":"Poisson distribution","score":0.5721434354782104},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.5015766620635986},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.485029399394989},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46549877524375916},{"id":"https://openalex.org/keywords/intensity","display_name":"Intensity (physics)","score":0.45825305581092834},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.379207968711853},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.37745752930641174},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.35637468099594116},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3349938690662384},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2132110297679901},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.15338674187660217},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.07226312160491943}],"concepts":[{"id":"https://openalex.org/C100906024","wikidata":"https://www.wikidata.org/wiki/Q205692","display_name":"Poisson distribution","level":2,"score":0.5721434354782104},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.5015766620635986},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.485029399394989},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46549877524375916},{"id":"https://openalex.org/C93038891","wikidata":"https://www.wikidata.org/wiki/Q1061524","display_name":"Intensity (physics)","level":2,"score":0.45825305581092834},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.379207968711853},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.37745752930641174},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.35637468099594116},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3349938690662384},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2132110297679901},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.15338674187660217},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.07226312160491943},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2999416156","is_oa":false,"landing_page_url":"https://dl.acm.org/doi/10.5555/2789272.2912093","pdf_url":null,"source":{"id":"https://openalex.org/S118988714","display_name":"Journal of Machine Learning Research","issn_l":"1532-4435","issn":["1532-4435","1533-7928"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"Journal of Machine Learning Research","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2574486962","https://openalex.org/W2009112579","https://openalex.org/W438650982","https://openalex.org/W2345515401","https://openalex.org/W2950899821","https://openalex.org/W2734690969","https://openalex.org/W2079749056","https://openalex.org/W106028217","https://openalex.org/W1933513863","https://openalex.org/W2017325096","https://openalex.org/W2331749958","https://openalex.org/W2556640082","https://openalex.org/W3162201452","https://openalex.org/W2262012800","https://openalex.org/W2952597544","https://openalex.org/W2134103038","https://openalex.org/W2054439726","https://openalex.org/W23669396","https://openalex.org/W2110773286","https://openalex.org/W2280208935"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3],"provide":[4],"theoretical":[5],"support":[6],"for":[7],"the":[8,17],"so-called":[9],"Sigmoidal":[10],"Gaussian":[11],"Cox":[12],"Process":[13],"approach":[14],"to":[15],"learning":[16],"intensity":[18],"of":[19],"an":[20],"inhomogeneous":[21],"Poisson":[22],"process":[23],"on":[24],"a":[25],"d-":[26],"dimensional":[27],"domain.":[28],"Th...":[29]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}