{"id":"https://openalex.org/W3208097898","doi":null,"title":"Uncertainty Estimation and Its Applications in Deep Neural Networks","display_name":"Uncertainty Estimation and Its Applications in Deep Neural Networks","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W3208097898","mag":"3208097898"},"language":"en","primary_location":{"id":"mag:3208097898","doi":null,"is_oa":false,"landing_page_url":"http://www.cs.technion.ac.il/users/wwwb/cgi-bin/tr-get.cgi/2019/PHD/PHD-2019-09.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"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/A5061409282","display_name":"Yonatan Geifman","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yonatan Geifman","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5025669300","display_name":"Ran El\u2010Yaniv","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ran El\u2010Yaniv","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2012,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.59742631,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":92,"max":95},"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.8769999742507935,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.8769999742507935,"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/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.05649999901652336,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.0210999995470047,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/uncertainty-estimation","display_name":"uncertainty estimation","score":0.996999979019165},{"id":"https://openalex.org/keywords/deep-neural-network","display_name":"deep neural network","score":0.9810000061988831},{"id":"https://openalex.org/keywords/bayesian-neural-networks","display_name":"Bayesian neural networks","score":0.7639999985694885},{"id":"https://openalex.org/keywords/model-uncertainty","display_name":"model uncertainty","score":0.5709999799728394},{"id":"https://openalex.org/keywords/forecast-uncertainty","display_name":"forecast uncertainty","score":0.5559999942779541}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6311454772949219},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5578354001045227},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5514331459999084},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5445154309272766},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.45443835854530334},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3474752604961395},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12476241588592529},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:3208097898","doi":null,"is_oa":false,"landing_page_url":"http://www.cs.technion.ac.il/users/wwwb/cgi-bin/tr-get.cgi/2019/PHD/PHD-2019-09.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W582134693","https://openalex.org/W835076478","https://openalex.org/W1618905105","https://openalex.org/W1686810756","https://openalex.org/W1973264045","https://openalex.org/W1990313671","https://openalex.org/W2012942264","https://openalex.org/W2040870580","https://openalex.org/W2062896907","https://openalex.org/W2071563913","https://openalex.org/W2073241381","https://openalex.org/W2095705004","https://openalex.org/W2101946573","https://openalex.org/W2103012681","https://openalex.org/W2104770855","https://openalex.org/W2108428725","https://openalex.org/W2110327402","https://openalex.org/W2112796928","https://openalex.org/W2117539524","https://openalex.org/W2134177842","https://openalex.org/W2137560901","https://openalex.org/W2140679654","https://openalex.org/W2147947791","https://openalex.org/W2148872886","https://openalex.org/W2151023586","https://openalex.org/W2157958821","https://openalex.org/W2161813894","https://openalex.org/W2163605009","https://openalex.org/W2169413195","https://openalex.org/W2187089797","https://openalex.org/W2194775991","https://openalex.org/W2254249950","https://openalex.org/W2335728318","https://openalex.org/W2417429787","https://openalex.org/W2426031434","https://openalex.org/W2522957395","https://openalex.org/W2549139847","https://openalex.org/W2553303224","https://openalex.org/W2555956183","https://openalex.org/W2560321925","https://openalex.org/W2612445135","https://openalex.org/W2736941579","https://openalex.org/W2803674491","https://openalex.org/W2912934387","https://openalex.org/W2948194985","https://openalex.org/W2949117887","https://openalex.org/W2963207607","https://openalex.org/W2963402790","https://openalex.org/W2963420686","https://openalex.org/W2963446712","https://openalex.org/W2963613748","https://openalex.org/W2963902936","https://openalex.org/W3102616566","https://openalex.org/W3118608800","https://openalex.org/W3120767100"],"related_works":["https://openalex.org/W2804444916","https://openalex.org/W4388347520","https://openalex.org/W2898466971","https://openalex.org/W2553270001","https://openalex.org/W2946947594","https://openalex.org/W7204825862","https://openalex.org/W7024026090","https://openalex.org/W4413766785","https://openalex.org/W7133206312","https://openalex.org/W3104448455"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2021-11-08T00:00:00"}