SG11202009597XA - Evolved machine learning models - Google Patents

Evolved machine learning models

Info

Publication number
SG11202009597XA
SG11202009597XA SG11202009597XA SG11202009597XA SG11202009597XA SG 11202009597X A SG11202009597X A SG 11202009597XA SG 11202009597X A SG11202009597X A SG 11202009597XA SG 11202009597X A SG11202009597X A SG 11202009597XA SG 11202009597X A SG11202009597X A SG 11202009597XA
Authority
SG
Singapore
Prior art keywords
machine learning
learning models
evolved machine
evolved
models
Prior art date
Application number
SG11202009597XA
Inventor
Arno Candel
Dmitry Larko
Srisatish Ambati
Prithvi Prabhu
Mark Landry
Jonathan Mckinney
Original Assignee
H2O Ai Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by H2O Ai Inc filed Critical H2O Ai Inc
Publication of SG11202009597XA publication Critical patent/SG11202009597XA/en

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/20—Ensemble learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/12—Computing arrangements based on biological models using genetic models
    • G06N3/126—Evolutionary algorithms, e.g. genetic algorithms or genetic programming
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/01—Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/02—Knowledge representation; Symbolic representation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/10—Machine learning using kernel methods, e.g. support vector machines [SVM]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/086—Learning methods using evolutionary algorithms, e.g. genetic algorithms or genetic programming
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks
SG11202009597XA 2018-03-26 2019-02-28 Evolved machine learning models SG11202009597XA (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201862648203P 2018-03-26 2018-03-26
US16/287,189 US11475372B2 (en) 2018-03-26 2019-02-27 Evolved machine learning models
PCT/US2019/020112 WO2019190696A1 (en) 2018-03-26 2019-02-28 Evolved machine learning models

Publications (1)

Publication Number Publication Date
SG11202009597XA true SG11202009597XA (en) 2020-10-29

Family

ID=67985322

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202009597XA SG11202009597XA (en) 2018-03-26 2019-02-28 Evolved machine learning models

Country Status (5)

Country Link
US (2) US11475372B2 (en)
EP (1) EP3776387A4 (en)
CN (1) CN112243514A (en)
SG (1) SG11202009597XA (en)
WO (1) WO2019190696A1 (en)

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CA3010803C (en) * 2016-01-05 2023-01-10 Sentient Technologies (Barbados) Limited Machine learning based webinterface generation and testing system
US11139048B2 (en) 2017-07-18 2021-10-05 Analytics For Life Inc. Discovering novel features to use in machine learning techniques, such as machine learning techniques for diagnosing medical conditions
US11062792B2 (en) 2017-07-18 2021-07-13 Analytics For Life Inc. Discovering genomes to use in machine learning techniques
EP3564883B1 (en) 2018-04-30 2023-09-06 Hewlett Packard Enterprise Development LP System and method of decentralized management of device assets outside a computer network
EP3565218B1 (en) 2018-04-30 2023-09-27 Hewlett Packard Enterprise Development LP System and method of decentralized management of multi-owner nodes using blockchain
EP3564873B1 (en) 2018-04-30 2022-11-30 Hewlett Packard Enterprise Development LP System and method of decentralized machine learning using blockchain
US11015576B2 (en) * 2018-08-13 2021-05-25 Inventus Holdings, Llc Wind turbine control system including an artificial intelligence ensemble engine
SG11202106314VA (en) 2018-12-13 2021-07-29 Datarobot Inc Methods for detecting and interpreting data anomalies, and related systems and devices
US11776072B2 (en) * 2019-04-25 2023-10-03 Shibaura Machine Co., Ltd. Machine learning method, information processing device, computer program product, and additive manufacturing monitoring system
US11562178B2 (en) * 2019-04-29 2023-01-24 Oracle International Corporation Adaptive sampling for imbalance mitigation and dataset size reduction in machine learning
US10733497B1 (en) * 2019-06-25 2020-08-04 Progressive Casualty Insurance Company Tailored artificial intelligence
US20210049413A1 (en) * 2019-08-16 2021-02-18 Zscaler, Inc. Pattern similarity measures to quantify uncertainty in malware classification
US11556847B2 (en) * 2019-10-17 2023-01-17 International Business Machines Corporation Method and apparatus for employing machine learning solutions
US11218293B2 (en) 2020-01-27 2022-01-04 Hewlett Packard Enterprise Development Lp Secure parameter merging using homomorphic encryption for swarm learning
US11748835B2 (en) 2020-01-27 2023-09-05 Hewlett Packard Enterprise Development Lp Systems and methods for monetizing data in decentralized model building for machine learning using a blockchain
US11941496B2 (en) * 2020-03-19 2024-03-26 International Business Machines Corporation Providing predictions based on a prediction accuracy model using machine learning
US20210406779A1 (en) * 2020-06-26 2021-12-30 Facebook, Inc. System and methods for feature engineering based on graph learning
US11405337B2 (en) * 2020-09-23 2022-08-02 Capital One Services, Llc Systems and methods for generating dynamic conversational responses using ensemble prediction based on a plurality of machine learning models
US20220198320A1 (en) * 2020-12-21 2022-06-23 International Business Machines Corporation Minimizing processing machine learning pipelining
US20220414530A1 (en) * 2021-06-25 2022-12-29 International Business Machines Corporation Selection of a machine learning model
US20230004857A1 (en) * 2021-06-30 2023-01-05 Armis Security Ltd. Techniques for validating machine learning models
WO2024059300A1 (en) * 2022-09-15 2024-03-21 Indigo Ag, Inc. Uncertainty prediction models
CN117041168A (en) * 2023-10-09 2023-11-10 常州楠菲微电子有限公司 QoS queue scheduling realization method and device, storage medium and processor

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US9160760B2 (en) 2014-01-06 2015-10-13 Cisco Technology, Inc. Anomaly detection in a computer network
US9372848B2 (en) * 2014-10-17 2016-06-21 Machine Zone, Inc. Systems and methods for language detection
US20160132787A1 (en) 2014-11-11 2016-05-12 Massachusetts Institute Of Technology Distributed, multi-model, self-learning platform for machine learning
US10536357B2 (en) 2015-06-05 2020-01-14 Cisco Technology, Inc. Late data detection in data center
US20170193066A1 (en) * 2015-12-31 2017-07-06 Linkedin Corporation Data mart for machine learning
WO2018195667A1 (en) * 2017-04-27 2018-11-01 Senso.Ai Inc. System and method for generating predictive insights using self-adaptive learning
US10943301B1 (en) * 2017-11-21 2021-03-09 State Farm Mutual Automobile Insurance Company Technology for building and managing data models

Also Published As

Publication number Publication date
US20230074025A1 (en) 2023-03-09
EP3776387A4 (en) 2021-12-22
EP3776387A1 (en) 2021-02-17
US20190295000A1 (en) 2019-09-26
WO2019190696A1 (en) 2019-10-03
CN112243514A (en) 2021-01-19
US11475372B2 (en) 2022-10-18

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