[go: up one dir, main page]

GB202101501D0 - Systems and methods for training complex machine learning models - Google Patents

Systems and methods for training complex machine learning models

Info

Publication number
GB202101501D0
GB202101501D0 GBGB2101501.1A GB202101501A GB202101501D0 GB 202101501 D0 GB202101501 D0 GB 202101501D0 GB 202101501 A GB202101501 A GB 202101501A GB 202101501 D0 GB202101501 D0 GB 202101501D0
Authority
GB
United Kingdom
Prior art keywords
systems
methods
machine learning
learning models
complex machine
Prior art date
Legal status (The legal status 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 status listed.)
Pending
Application number
GBGB2101501.1A
Other versions
GB2603481A (en
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Averisera Ltd
Original Assignee
Averisera Ltd
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 Averisera Ltd filed Critical Averisera Ltd
Priority to GB2101501.1A priority Critical patent/GB2603481A/en
Publication of GB202101501D0 publication Critical patent/GB202101501D0/en
Publication of GB2603481A publication Critical patent/GB2603481A/en
Pending legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06N3/084—Backpropagation, e.g. using gradient descent
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; 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
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06N3/09—Supervised learning

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Molecular Biology (AREA)
  • Artificial Intelligence (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Feedback Control In General (AREA)
  • Manipulator (AREA)
GB2101501.1A 2021-02-03 2021-02-03 Systems and methods for training complex machine learning models Pending GB2603481A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
GB2101501.1A GB2603481A (en) 2021-02-03 2021-02-03 Systems and methods for training complex machine learning models

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
GB2101501.1A GB2603481A (en) 2021-02-03 2021-02-03 Systems and methods for training complex machine learning models

Publications (2)

Publication Number Publication Date
GB202101501D0 true GB202101501D0 (en) 2021-03-17
GB2603481A GB2603481A (en) 2022-08-10

Family

ID=74865353

Family Applications (1)

Application Number Title Priority Date Filing Date
GB2101501.1A Pending GB2603481A (en) 2021-02-03 2021-02-03 Systems and methods for training complex machine learning models

Country Status (1)

Country Link
GB (1) GB2603481A (en)

Also Published As

Publication number Publication date
GB2603481A (en) 2022-08-10

Similar Documents

Publication Publication Date Title
EP4202768A4 (en) Machine learning model training method and related device
EP3985578A4 (en) METHOD AND SYSTEM FOR AUTOMATIC TRAINING A MACHINE LEARNING MODEL
EP3537349A4 (en) MACHINE LEARNING MODEL FOR TRAINING METHOD AND DEVICE
GB201710877D0 (en) A method and an apparatus for evaluating generative machine learning model
GB2604492B (en) Machine learning model for task and motion planning
GB202006063D0 (en) Methods and systems for training a machine learning model
EP3893170C0 (en) METHOD, DEVICE AND APPARATUS FOR TRAINING MODEL PARAMETERS BASED ON FEDERATE LEARNING
SG11202004037TA (en) Machine learning model training method and device, and electronic device
EP3648044A4 (en) METHOD, DEVICE AND DEVICE FOR TRAINING A RISK CONTROL MODEL AND RISK CONTROL
SG11202105436YA (en) Method and system for generating training data for a machine learning model for predicting performance in electronic design
IL282172A (en) Systems and methods for training machine models with enhanced data
IL261696B (en) System and method for training object classifier by machine learning
EP4080419A4 (en) Model training method and apparatus
SG11202000749RA (en) Model training method and apparatus
EP3582118A4 (en) METHOD AND DEVICE FOR TRAINING A CLASSIFICATION MODEL
GB202200838D0 (en) Accelerated training for neural network models
GB201900469D0 (en) Method and system for training a chatbot
EP3627401A4 (en) METHOD AND DEVICE FOR TRAINING A NEURONAL NETWORK
EP3889846A4 (en) METHOD AND SYSTEM FOR TRAINING DEEP LEARNING MODELS
GB202316804D0 (en) Federated training of machine learning models
EP4239491A4 (en) Method and system for processing data tables and automatically training machine learning model
SG11202104298VA (en) Methods, apparatuses, and computing devices for trainings of learning models
EP4133388A4 (en) METHOD AND SYSTEM FOR TRAINING AND IMPROVING MACHINE LEARNING MODELS
GB202403952D0 (en) Methods and systems for training attribute prediction models
GB202105115D0 (en) Systems and methods for machine learning optimization