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EP3115939
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EP About this file: EP3115939
| EP3115939 - ALTERNATIVE TRAINING DISTRIBUTION BASED ON DENSITY MODIFICATION [Right-click to bookmark this link] | Status | The application is deemed to be withdrawn Status updated on 26.06.2020 Database last updated on 30.10.2024 | |
| Former | Examination is in progress Status updated on 02.03.2018 | ||
| Former | Request for examination was made Status updated on 09.12.2016 | Most recent event Tooltip | 26.06.2020 | Application deemed to be withdrawn | published on 29.07.2020 [2020/31] | Applicant(s) | For all designated states California Institute of Technology 1200 East California Boulevard M/C 6-32 Pasadena, CA 91125 / US | [2017/02] | Inventor(s) | 01 /
ABU-MOSTAFA, Yaser California Institute of Technology 136-93 Moore Pasadena, CA 91125 / US | 02 /
GONZALEZ, Carlos California Institute of Technology 136-93 Moore Pasadena, CA 91125 / US | [2017/02] | Representative(s) | Dennemeyer & Associates S.A. Postfach 70 04 25 81304 München / DE | [2017/02] | Application number, filing date | 16172168.3 | 31.05.2016 | [2017/02] | Priority number, date | US201514793328 | 07.07.2015 Original published format: US201514793328 | [2017/02] | Filing language | EN | Procedural language | EN | Publication | Type: | A1 Application with search report | No.: | EP3115939 | Date: | 11.01.2017 | Language: | EN | [2017/02] | Search report(s) | (Supplementary) European search report - dispatched on: | EP | 25.11.2016 | Classification | IPC: | G06N7/00 | [2017/02] | CPC: |
G06N20/00 (EP,CN,KR,US);
G06F11/0721 (KR,US);
G06F11/0766 (KR,US);
G06N7/01 (EP,KR,US);
G16Z99/00 (CN)
| Designated contracting states | AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LI, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR [2017/02] | Extension states | BA | Not yet paid | ME | Not yet paid | Validation states | MA | Not yet paid | MD | Not yet paid | Title | German: | ALTERNATIVE TRAININGSVERTEILUNG BASIEREND AUF DICHTENMODIFIKATION | [2017/02] | English: | ALTERNATIVE TRAINING DISTRIBUTION BASED ON DENSITY MODIFICATION | [2017/02] | French: | DISTRIBUTION D'ENTRAÎNEMENT ALTERNATIF SUR LA BASE DE LA MODIFICATION DE DENSITÉ | [2017/02] | Examination procedure | 31.05.2016 | Examination requested [2017/02] | 31.05.2016 | Date on which the examining division has become responsible | 10.07.2017 | Amendment by applicant (claims and/or description) | 01.03.2018 | Despatch of a communication from the examining division (Time limit: M04) | 28.06.2018 | Reply to a communication from the examining division | 03.12.2019 | Application deemed to be withdrawn, date of legal effect [2020/31] | 13.01.2020 | Despatch of communication that the application is deemed to be withdrawn, reason: renewal fee not paid in time [2020/31] | Fees paid | Renewal fee | 07.05.2018 | Renewal fee patent year 03 | Penalty fee | Additional fee for renewal fee | 31.05.2019 | 04 M06 Not yet paid |
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| Responsibility for the accuracy, completeness or quality of the data displayed under the link provided lies entirely with the Unified Patent Court. | Documents cited: | Search | [A]US6876955 (FLEMING MARK [US], et al) [A] 1-14* the whole document *; | [XAI]US2013254153 (MARCHERET ETIENNE [US]) [X] 1-6,9,10 * paragraph [0001] - paragraph [0009] * * paragraph [0022] - paragraph [0029] * * paragraph [0066] - paragraph [0066] * * paragraph [0080] - paragraph [0087] * [A] 7,8,13 [I] 11,12,14; | [X] - Carlos Roberto Gonzalez, "Optimal Data Distributions in Machine Learning", doi:10.7907/Z9DR2SD5, (20150522), pages 1 - 125, URL: http://thesis.library.caltech.edu/8888, (20161115), XP055319812 [X] 1-14 * Pages 1 to 40 from original PhD report; page 1 - page 40 * DOI: http://dx.doi.org/10.7907/Z9DR2SD5 | [I] - CARLOS R. GONZÁLEZ ET AL, "Mismatched Training and Test Distributions Can Outperform Matched Ones", NEURAL COMPUTATION, US, (20150201), vol. 27, no. 2, doi:10.1162/NECO_a_00697, ISSN 0899-7667, pages 365 - 387, XP055318536 [I] 1-14 * the whole document * DOI: http://dx.doi.org/10.1162/NECO_a_00697 | [IA] - Carlos Roberto González ET AL, "Four Results in Matching Data Distributions", (20140621), pages 1 - 18, URL: https://web.archive.org/web/20160329172920/https://work.caltech.edu/paper/Gonzalez-AbuMostafa-Matching.pdf, (20161111), XP055318904 [I] 1-6,8-11,14 * the whole document * [A] 7,12,13 | [A] - R. Tyrrell Rockafellar, "Basic Issues in Lagrangian Optimization", Optimization in Planning and Operation of Electric Power Systems, Heidelberg, Physica-Verlag HD, (19930101), pages 3 - 30, doi:10.1007/978-3-662-12646-2_1, ISBN 978-3-662-12646-2, XP055318735 [A] 1-14 * the whole document * DOI: http://dx.doi.org/10.1007/978-3-662-12646-2_1 |