{"id":"https://openalex.org/W4408355868","doi":"https://doi.org/10.1109/icassp49660.2025.10888894","title":"Easing Optimization Paths: a Circuit Perspective","display_name":"Easing Optimization Paths: a Circuit Perspective","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408355868","doi":"https://doi.org/10.1109/icassp49660.2025.10888894"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10888894","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888894","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-05069172","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093123204","display_name":"Ambroise Odonnat","orcid":null},"institutions":[{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]},{"id":"https://openalex.org/I4210153212","display_name":"Noah's Path","ror":"https://ror.org/05wv5ps25","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210153212"]}],"countries":["ES","FR"],"is_corresponding":true,"raw_author_name":"Ambroise Odonnat","raw_affiliation_strings":["Inria,Noah&#x2019;s Ark Lab","MALT - Apprentissage Automatique avec Contraintes Temporelles (Campus de Beaulieu 35042 Rennes cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria,Noah&#x2019;s Ark Lab","institution_ids":["https://openalex.org/I4210153212"]},{"raw_affiliation_string":"MALT - Apprentissage Automatique avec Contraintes Temporelles (Campus de Beaulieu 35042 Rennes cedex - France)","institution_ids":["https://openalex.org/I56067802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008995133","display_name":"Wassim Bouaziz","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wassim Bouaziz","raw_affiliation_strings":["Meta AI,FAIR","FAIR - Facebook AI Research [Paris] (Paris - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Meta AI,FAIR","institution_ids":[]},{"raw_affiliation_string":"FAIR - Facebook AI Research [Paris] (Paris - France)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059273291","display_name":"Vivien Cabannes","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vivien Cabannes","raw_affiliation_strings":["Meta AI,FAIR","FAIR - Facebook AI Research [Paris] (Paris - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Meta AI,FAIR","institution_ids":[]},{"raw_affiliation_string":"FAIR - Facebook AI Research [Paris] (Paris - France)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5093123204"],"corresponding_institution_ids":["https://openalex.org/I4210153212","https://openalex.org/I56067802"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03239833,"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":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10363","display_name":"Low-power high-performance VLSI design","score":0.07880000025033951,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10363","display_name":"Low-power high-performance VLSI design","score":0.07880000025033951,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.06830000132322311,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.06599999964237213,"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/perspective","display_name":"Perspective (graphical)","score":0.66291344165802},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4887990653514862},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10004323720932007}],"concepts":[{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.66291344165802},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4887990653514862},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10004323720932007}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp49660.2025.10888894","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888894","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-05069172v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05069172","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICASSP 2025 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2025, Hyderabab, India. pp.1-5, &#x27E8;10.1109/icassp49660.2025.10888894&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-05069172v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05069172","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICASSP 2025 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2025, Hyderabab, India. pp.1-5, &#x27E8;10.1109/icassp49660.2025.10888894&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1572063013","https://openalex.org/W2040870580","https://openalex.org/W2058568633","https://openalex.org/W2528287124","https://openalex.org/W2923622379","https://openalex.org/W3174697615","https://openalex.org/W3177828909","https://openalex.org/W4293363567","https://openalex.org/W4385245566","https://openalex.org/W6682747227","https://openalex.org/W6767737316","https://openalex.org/W6846390784","https://openalex.org/W6854063776","https://openalex.org/W6857101912","https://openalex.org/W6857232268","https://openalex.org/W6862583194","https://openalex.org/W6922480057"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2018871932","https://openalex.org/W2001405890"],"abstract_inverted_index":{"Gradient":[0],"descent":[1],"is":[2,81],"the":[3,22,49],"method":[4],"of":[5,21],"choice":[6],"for":[7,72],"training":[8,26],"large":[9],"artificial":[10],"intelligence":[11],"systems.":[12],"As":[13],"these":[14,37],"systems":[15,38],"become":[16],"larger,":[17],"a":[18,70,76],"better":[19],"understanding":[20],"mechanisms":[23],"behind":[24],"gradient":[25],"would":[27],"allow":[28],"us":[29,67],"to":[30,68],"alleviate":[31],"compute":[32],"costs":[33],"and":[34],"help":[35],"steer":[36],"away":[39],"from":[40],"harmful":[41],"behaviors.":[42],"To":[43],"that":[44],"end,":[45],"we":[46,62],"suggest":[47],"utilizing":[48],"circuit":[50],"perspective":[51],"brought":[52],"forward":[53],"by":[54],"mechanistic":[55],"interpretability.":[56],"After":[57],"laying":[58],"out":[59],"our":[60],"intuition,":[61],"illustrate":[63],"how":[64],"it":[65],"enables":[66],"design":[69],"curriculum":[71],"efficient":[73],"learning":[74],"in":[75],"controlled":[77],"setting.":[78],"The":[79],"code":[80],"available":[82],"at":[83],"https://github.com/facebookresearch/pal.":[84]},"counts_by_year":[],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
