Bayesian Likelihood Free Inference using Mixtures of Experts Article Swipe

View

Hien D. Nguyen , TrungTin Nguyen , Florence Forbes ·

YOU? · · 2024 · Open Access · · DOI: https://doi.org/10.1109/ijcnn60899.2024.10650052

International audience

Related Topics

Computer Science

Artificial Intelligence

Machine Learning

Concepts

Inference Computer science Bayesian probability Bayesian inference Artificial intelligence Machine learning

Metadata

Type: article
Language: en
Landing Page: http://doi.org/10.1109/ijcnn60899.2024.10650052
OA Status: green
References: 34
Related Works: 10
OpenAlex ID: https://openalex.org/W4391556973

All OpenAlex metadata

Raw OpenAlex JSON

OpenAlex ID: https://openalex.org/W4391556973

Canonical identifier for this work in OpenAlex
DOI: https://doi.org/10.1109/ijcnn60899.2024.10650052

Digital Object Identifier
Title: Bayesian Likelihood Free Inference using Mixtures of Experts

Work title
Type: article

OpenAlex work type
Language: en

Primary language
Publication year: 2024

Year of publication
Publication date: 2024-06-30

Full publication date if available
Authors: Hien D. Nguyen, TrungTin Nguyen, Florence Forbes

List of authors in order
Landing page: https://doi.org/10.1109/ijcnn60899.2024.10650052

Publisher landing page
Open access: Yes

Whether a free full text is available
OA status: green

Open access status per OpenAlex
OA URL: https://hal.science/hal-04436187

Direct OA link when available
Concepts: Inference, Computer science, Bayesian probability, Bayesian inference, Artificial intelligence, Machine learning

Top concepts (fields/topics) attached by OpenAlex
Cited by: 0

Total citation count in OpenAlex
References (count): 34

Number of works referenced by this work
Related works (count): 10

Other works algorithmically related by OpenAlex

Full payload

id	https://openalex.org/W4391556973
doi	https://doi.org/10.1109/ijcnn60899.2024.10650052
ids.doi	https://doi.org/10.1109/ijcnn60899.2024.10650052
ids.openalex	https://openalex.org/W4391556973
fwci	0.0
type	article
title	Bayesian Likelihood Free Inference using Mixtures of Experts
biblio.issue
biblio.volume	30
biblio.last_page	8
biblio.first_page	1
topics[0].id	https://openalex.org/T11901
topics[0].field.id	https://openalex.org/fields/17
topics[0].field.display_name	Computer Science
topics[0].score	0.9994000196456909
topics[0].domain.id	https://openalex.org/domains/3
topics[0].domain.display_name	Physical Sciences
topics[0].subfield.id	https://openalex.org/subfields/1702
topics[0].subfield.display_name	Artificial Intelligence
topics[0].display_name	Bayesian Methods and Mixture Models
topics[1].id	https://openalex.org/T10243
topics[1].field.id	https://openalex.org/fields/26
topics[1].field.display_name	Mathematics
topics[1].score	0.9976999759674072
topics[1].domain.id	https://openalex.org/domains/3
topics[1].domain.display_name	Physical Sciences
topics[1].subfield.id	https://openalex.org/subfields/2613
topics[1].subfield.display_name	Statistics and Probability
topics[1].display_name	Statistical Methods and Bayesian Inference
topics[2].id	https://openalex.org/T10136
topics[2].field.id	https://openalex.org/fields/26
topics[2].field.display_name	Mathematics
topics[2].score	0.9966999888420105
topics[2].domain.id	https://openalex.org/domains/3
topics[2].domain.display_name	Physical Sciences
topics[2].subfield.id	https://openalex.org/subfields/2613
topics[2].subfield.display_name	Statistics and Probability
topics[2].display_name	Statistical Methods and Inference
funders[0].id	https://openalex.org/F4320334704
funders[0].ror	https://ror.org/05mmh0f86
funders[0].display_name	Australian Research Council
is_xpac	False
apc_list
apc_paid
concepts[0].id	https://openalex.org/C2776214188
concepts[0].level	2
concepts[0].score	0.6336230039596558
concepts[0].wikidata	https://www.wikidata.org/wiki/Q408386
concepts[0].display_name	Inference
concepts[1].id	https://openalex.org/C41008148
concepts[1].level	0
concepts[1].score	0.6166732311248779
concepts[1].wikidata	https://www.wikidata.org/wiki/Q21198
concepts[1].display_name	Computer science
concepts[2].id	https://openalex.org/C107673813
concepts[2].level	2
concepts[2].score	0.5095877647399902
concepts[2].wikidata	https://www.wikidata.org/wiki/Q812534
concepts[2].display_name	Bayesian probability
concepts[3].id	https://openalex.org/C160234255
concepts[3].level	3
concepts[3].score	0.5012109279632568
concepts[3].wikidata	https://www.wikidata.org/wiki/Q812535
concepts[3].display_name	Bayesian inference
concepts[4].id	https://openalex.org/C154945302
concepts[4].level	1
concepts[4].score	0.49112293124198914
concepts[4].wikidata	https://www.wikidata.org/wiki/Q11660
concepts[4].display_name	Artificial intelligence
concepts[5].id	https://openalex.org/C119857082
concepts[5].level	1
concepts[5].score	0.4216320514678955
concepts[5].wikidata	https://www.wikidata.org/wiki/Q2539
concepts[5].display_name	Machine learning
keywords[0].id	https://openalex.org/keywords/inference
keywords[0].score	0.6336230039596558
keywords[0].display_name	Inference
keywords[1].id	https://openalex.org/keywords/computer-science
keywords[1].score	0.6166732311248779
keywords[1].display_name	Computer science
keywords[2].id	https://openalex.org/keywords/bayesian-probability
keywords[2].score	0.5095877647399902
keywords[2].display_name	Bayesian probability
keywords[3].id	https://openalex.org/keywords/bayesian-inference
keywords[3].score	0.5012109279632568
keywords[3].display_name	Bayesian inference
keywords[4].id	https://openalex.org/keywords/artificial-intelligence
keywords[4].score	0.49112293124198914
keywords[4].display_name	Artificial intelligence
keywords[5].id	https://openalex.org/keywords/machine-learning
keywords[5].score	0.4216320514678955
keywords[5].display_name	Machine learning
language	en
locations[0].id	doi:10.1109/ijcnn60899.2024.10650052
locations[0].is_oa	False
locations[0].source
locations[0].license
locations[0].pdf_url
locations[0].version	publishedVersion
locations[0].raw_type	proceedings-article
locations[0].license_id
locations[0].is_accepted	True
locations[0].is_published	True
locations[0].raw_source_name	2024 International Joint Conference on Neural Networks (IJCNN)
locations[0].landing_page_url	http://doi.org/10.1109/ijcnn60899.2024.10650052
locations[1].id	pmh:oai:HAL:hal-04436187v1
locations[1].is_oa	True
locations[1].source.id	https://openalex.org/S4306402512
locations[1].source.issn
locations[1].source.type	repository
locations[1].source.is_oa	False
locations[1].source.issn_l
locations[1].source.is_core	False
locations[1].source.is_in_doaj	False
locations[1].source.display_name	HAL (Le Centre pour la Communication Scientifique Directe)
locations[1].source.host_organization	https://openalex.org/I1294671590
locations[1].source.host_organization_name	Centre National de la Recherche Scientifique
locations[1].source.host_organization_lineage	https://openalex.org/I1294671590
locations[1].license	cc-by
locations[1].pdf_url
locations[1].version	submittedVersion
locations[1].raw_type	Conference papers
locations[1].license_id	https://openalex.org/licenses/cc-by
locations[1].is_accepted	False
locations[1].is_published	False
locations[1].raw_source_name	International Joint Conference on Neural Networks, IJCNN, Jun 2024, Yokohama, Japan. pp.1--8, ⟨10.1109/IJCNN60899.2024.10650052⟩
locations[1].landing_page_url	https://hal.science/hal-04436187
indexed_in	crossref
authorships[0].author.id	https://openalex.org/A5037340964
authorships[0].author.orcid	https://orcid.org/0000-0002-9958-432X
authorships[0].author.display_name	Hien D. Nguyen
authorships[0].countries	JP
authorships[0].affiliations[0].institution_ids	https://openalex.org/I135598925
authorships[0].affiliations[0].raw_affiliation_string	Kyushu University,Institute of Mathematics for Industry,Fukuoka,Japan,819-0395
authorships[0].institutions[0].id	https://openalex.org/I135598925
authorships[0].institutions[0].ror	https://ror.org/00p4k0j84
authorships[0].institutions[0].type	education
authorships[0].institutions[0].lineage	https://openalex.org/I135598925
authorships[0].institutions[0].country_code	JP
authorships[0].institutions[0].display_name	Kyushu University
authorships[0].author_position	first
authorships[0].raw_author_name	Hien Duy Nguyen
authorships[0].is_corresponding	False
authorships[0].raw_affiliation_strings	Kyushu University,Institute of Mathematics for Industry,Fukuoka,Japan,819-0395
authorships[1].author.id	https://openalex.org/A5039728717
authorships[1].author.orcid	https://orcid.org/0000-0001-8433-5980
authorships[1].author.display_name	TrungTin Nguyen
authorships[1].countries	AU
authorships[1].affiliations[0].institution_ids	https://openalex.org/I165143802
authorships[1].affiliations[0].raw_affiliation_string	University of Queensland,School of Mathematics and Physics,St. Lucia,Australia,4072
authorships[1].institutions[0].id	https://openalex.org/I165143802
authorships[1].institutions[0].ror	https://ror.org/00rqy9422
authorships[1].institutions[0].type	education
authorships[1].institutions[0].lineage	https://openalex.org/I165143802
authorships[1].institutions[0].country_code	AU
authorships[1].institutions[0].display_name	The University of Queensland
authorships[1].author_position	middle
authorships[1].raw_author_name	TrungTin Nguyen
authorships[1].is_corresponding	False
authorships[1].raw_affiliation_strings	University of Queensland,School of Mathematics and Physics,St. Lucia,Australia,4072
authorships[2].author.id	https://openalex.org/A5088691547
authorships[2].author.orcid	https://orcid.org/0000-0003-3639-0226
authorships[2].author.display_name	Florence Forbes
authorships[2].countries	FR
authorships[2].affiliations[0].institution_ids	https://openalex.org/I106785703, https://openalex.org/I1294671590, https://openalex.org/I4210101348, https://openalex.org/I4210149092, https://openalex.org/I899635006
authorships[2].affiliations[0].raw_affiliation_string	Univ. Grenoble Alpes, Inria, CNRS, Grenoble INP, LJK,Grenoble,France,38000
authorships[2].institutions[0].id	https://openalex.org/I4210101348
authorships[2].institutions[0].ror	https://ror.org/00n8d6z93
authorships[2].institutions[0].type	facility
authorships[2].institutions[0].lineage	https://openalex.org/I1326498283, https://openalex.org/I4210101348
authorships[2].institutions[0].country_code	FR
authorships[2].institutions[0].display_name	Centre Inria de l'Université Grenoble Alpes
authorships[2].institutions[1].id	https://openalex.org/I1294671590
authorships[2].institutions[1].ror	https://ror.org/02feahw73
authorships[2].institutions[1].type	government
authorships[2].institutions[1].lineage	https://openalex.org/I1294671590
authorships[2].institutions[1].country_code	FR
authorships[2].institutions[1].display_name	Centre National de la Recherche Scientifique
authorships[2].institutions[2].id	https://openalex.org/I106785703
authorships[2].institutions[2].ror	https://ror.org/05sbt2524
authorships[2].institutions[2].type	education
authorships[2].institutions[2].lineage	https://openalex.org/I106785703, https://openalex.org/I899635006
authorships[2].institutions[2].country_code	FR
authorships[2].institutions[2].display_name	Institut polytechnique de Grenoble
authorships[2].institutions[3].id	https://openalex.org/I4210149092
authorships[2].institutions[3].ror	https://ror.org/04ett5b41
authorships[2].institutions[3].type	facility
authorships[2].institutions[3].lineage	https://openalex.org/I106785703, https://openalex.org/I1294671590, https://openalex.org/I1326498283, https://openalex.org/I4210149092, https://openalex.org/I899635006, https://openalex.org/I899635006
authorships[2].institutions[3].country_code	FR
authorships[2].institutions[3].display_name	Laboratoire Jean Kuntzmann
authorships[2].institutions[4].id	https://openalex.org/I899635006
authorships[2].institutions[4].ror	https://ror.org/02rx3b187
authorships[2].institutions[4].type	education
authorships[2].institutions[4].lineage	https://openalex.org/I899635006
authorships[2].institutions[4].country_code	FR
authorships[2].institutions[4].display_name	Université Grenoble Alpes
authorships[2].author_position	last
authorships[2].raw_author_name	Florence Forbes
authorships[2].is_corresponding	False
authorships[2].raw_affiliation_strings	Univ. Grenoble Alpes, Inria, CNRS, Grenoble INP, LJK,Grenoble,France,38000
has_content.pdf	False
has_content.grobid_xml	False
is_paratext	False
open_access.is_oa	True
open_access.oa_url	https://hal.science/hal-04436187
open_access.oa_status	green
open_access.any_repository_has_fulltext	False
created_date	2024-02-06T00:00:00
display_name	Bayesian Likelihood Free Inference using Mixtures of Experts
has_fulltext	False
is_retracted	False
updated_date	2025-11-06T03:46:38.306776
primary_topic.id	https://openalex.org/T11901
primary_topic.field.id	https://openalex.org/fields/17
primary_topic.field.display_name	Computer Science
primary_topic.score	0.9994000196456909
primary_topic.domain.id	https://openalex.org/domains/3
primary_topic.domain.display_name	Physical Sciences
primary_topic.subfield.id	https://openalex.org/subfields/1702
primary_topic.subfield.display_name	Artificial Intelligence
primary_topic.display_name	Bayesian Methods and Mixture Models
related_works	https://openalex.org/W2961085424, https://openalex.org/W4306674287, https://openalex.org/W4387369504, https://openalex.org/W3046775127, https://openalex.org/W4394896187, https://openalex.org/W3170094116, https://openalex.org/W4386462264, https://openalex.org/W3107602296, https://openalex.org/W4364306694, https://openalex.org/W4312192474
cited_by_count	0
locations_count	2
best_oa_location.id	pmh:oai:HAL:hal-04436187v1
best_oa_location.is_oa	True
best_oa_location.source.id	https://openalex.org/S4306402512
best_oa_location.source.issn
best_oa_location.source.type	repository
best_oa_location.source.is_oa	False
best_oa_location.source.issn_l
best_oa_location.source.is_core	False
best_oa_location.source.is_in_doaj	False
best_oa_location.source.display_name	HAL (Le Centre pour la Communication Scientifique Directe)
best_oa_location.source.host_organization	https://openalex.org/I1294671590
best_oa_location.source.host_organization_name	Centre National de la Recherche Scientifique
best_oa_location.source.host_organization_lineage	https://openalex.org/I1294671590
best_oa_location.license	cc-by
best_oa_location.pdf_url
best_oa_location.version	submittedVersion
best_oa_location.raw_type	Conference papers
best_oa_location.license_id	https://openalex.org/licenses/cc-by
best_oa_location.is_accepted	False
best_oa_location.is_published	False
best_oa_location.raw_source_name	International Joint Conference on Neural Networks, IJCNN, Jun 2024, Yokohama, Japan. pp.1--8, ⟨10.1109/IJCNN60899.2024.10650052⟩
best_oa_location.landing_page_url	https://hal.science/hal-04436187
primary_location.id	doi:10.1109/ijcnn60899.2024.10650052
primary_location.is_oa	False
primary_location.source
primary_location.license
primary_location.pdf_url
primary_location.version	publishedVersion
primary_location.raw_type	proceedings-article
primary_location.license_id
primary_location.is_accepted	True
primary_location.is_published	True
primary_location.raw_source_name	2024 International Joint Conference on Neural Networks (IJCNN)
primary_location.landing_page_url	http://doi.org/10.1109/ijcnn60899.2024.10650052
publication_date	2024-06-30
publication_year	2024
referenced_works	https://openalex.org/W2978753741, https://openalex.org/W2962995944, https://openalex.org/W2903442788, https://openalex.org/W1977201973, https://openalex.org/W6653483931, https://openalex.org/W4297070852, https://openalex.org/W3123825128, https://openalex.org/W2912819213, https://openalex.org/W6762796280, https://openalex.org/W2150884987, https://openalex.org/W6787795230, https://openalex.org/W32980360, https://openalex.org/W2794347841, https://openalex.org/W2967947684, https://openalex.org/W3188130019, https://openalex.org/W6853205133, https://openalex.org/W6852755705, https://openalex.org/W4297447899, https://openalex.org/W2883664406, https://openalex.org/W2593094133, https://openalex.org/W3200891518, https://openalex.org/W4252698487, https://openalex.org/W2896426532, https://openalex.org/W2317795240, https://openalex.org/W2092124742, https://openalex.org/W6676245295, https://openalex.org/W2068238590, https://openalex.org/W2011626820, https://openalex.org/W4245222481, https://openalex.org/W1989851442, https://openalex.org/W4387928887, https://openalex.org/W3123857276, https://openalex.org/W4399569849, https://openalex.org/W4298037761
referenced_works_count	34
abstract_inverted_index.audience	1
abstract_inverted_index.International	0
cited_by_percentile_year
countries_distinct_count	3
institutions_distinct_count	3
citation_normalized_percentile.value	0.01353991
citation_normalized_percentile.is_in_top_1_percent	False
citation_normalized_percentile.is_in_top_10_percent	False