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Network optimization based on distributed multi-agent machine learning with minimal inter-agent dependency

Номер патента: WO2023222229A1
Опубликовано: 23-11-2023
Автор(ы): Ahmad Awada, Dan Wellington, Qi Liao, Senthil Kumaran K
Принадлежит: NOKIA SOLUTIONS AND NETWORKS OY
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Failure prediction in a computing system based on machine learning applied to alert data

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Machine learning techniques for component-based image preprocessing

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Systems and methods for accelerating a disposition of digital dispute events in a machine learning-based digital threat mitigation platform

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System and methodology for computer-implemented network optimization

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Optical network optimizer and optical network optimization method thereof

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Optical Network Optimizer and Optical Network Optimization Method Thereof

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Systems and methods for wireless network optimization using geo-data for improved user experience

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Optical network optimizer and optical network optimization method thereof

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Machine learning for computer security policy modification

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3d printer device management using machine learning

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Machine learning based model for determining effective communication mechanism with users

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Machine learning for anomaly detection based on logon events

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Electronic device and method for selecting representation matrix and measurement matrix used for compressing data based on machine learning

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Deploying a machine learning model

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Machine learning-based sensitive resource collection agent detection

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Systems and methods for machine learning-based detection of an automated fraud attack or an automated abuse attack

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Flexible data security and machine learning system for merging third-party data

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Electronic device and method for selecting representation matrix and measurement matrix used for compressing data based on machine learning

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Generating synthetic datapoints from observed datapoints for training machine learning models

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System, device, and method to provide generalized knowledge routing utilizing machine learning to a user within the system

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Reconfiguring a second type of sensor based on sensing data of a first type of sensor

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Method of supporting dynamic splitting execution of machine learning model in communication system

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Machine learning approach to mitigate hand blockage in millimeter wave systems

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Resource allocation diagnosis on distributed computer systems based on resource hierarchy

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Edge deployment of cloud-originated machine learning and artificial intelligence workloads

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Account aggregation using machine learning

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Machine-learning based analysis and response to electromagnetic waveforms

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Training a machine learning model using a distributed machine learning process

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Image processing apparatus, machine learning device, and image processing method

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Rate control based on machine learning for video encoders

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Machine learning approach to blueprint selection for resource generation with guardrail enforcement

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Machine learning of channel state feedback encoder based on indicated reference decoder

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Machine learning model to determine a proper subset of a multimedia file for a viewer based on their interest

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Energy-saving video transmission system based on distributed source codes

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Systems and methods for generating dynamic conversational responses using ensemble prediction based on a plurality of machine learning models

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Estimating direction of arrival of electromagnetic energy using machine learning

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Machine learning-enabled analog-to-digital converter

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Substrate process endpoint detection using machine learning

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Power distribution network optimal scheduling method based on cable thermal characteristics

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Micro-energy network optimal scheduling method based on information physical fusion

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Energy-storage-containing power distribution network optimal scheduling method based on approximate dynamic programming algorithm

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Machine learning-enabled analog-to-digital converter

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Electric vehicle charging optimization based on predictive analytics utilizing machine learning

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Systems and methods for coordinating electrical network optimization

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Dynamic hosting capacity system and method for der integration and management on distribution utility networks

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Machine-learning based stabilization controller that can learn on an unstable system

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Machine-learning based stabilization controller that can learn on an unstable system

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Overcharge protection apparatus with minimized power consumption

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Machine learning method and machine learning apparatus learning point of connection of ground wire or shield wire and electric motor control apparatus and electric motor apparatus provided with machine learning apparatus

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Machine learning method and machine learning apparatus learning point of connection of ground wire or shield wire and electric motor control apparatus and electric motor apparatus provided with machine learning apparatus

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Optical metrology of structures formed on semiconductor wafers using machine learning systems

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Selective and flexible compression of data associated with a machine learning model

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Machine learning method and machine learning apparatus learning operating command to electric motor and controller and electric motor apparatus including machine learning apparatus

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Adc compensation using machine learning system

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Learning machine learning incentives by gradient descent for agent cooperation in a distributed multi-agent system

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Image enhancement based on removal of image degradations by learning from multiple machine learning models

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Game content choreography based on game context using semantic natural language processing and machine learning

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Image enhancement based on removal of image degradations by learning from multiple machine learning models

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Patient risk stratification based on body composition derived from computed tomography images using machine learning

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Game content choreography based on game context using semantic natural language processing and machine learning

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Automatically Building Efficient Machine Learning Model Training Environments

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A kind of power distribution network optimized maintenance method based on distributed photovoltaic

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Techniques for evaluating an effect of changes to machine learning models

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Digital watermarking of machine learning models

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Adapting a machine learning model based on a second set of training data

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Digital watermarking of machine learning models

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Effective leveraging of synthetic data for depth estimation machine learning models

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Systems and techniques for measuring model sensitivity and feature importance of machine learning models

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Generating synthetic images and/or training machine learning model(s) based on the synthetic images

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Systems and methods for automatically building a machine learning model

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Automatic optimization of machine learning algorithms in the presence of target datasets

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Tiered evaluation metric for comprehensively evaluating machine learning models

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Detecting actions in video using machine learning and based on bidirectional feedback between predicted type and predicted extent

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Systems and methods for rapidly building, managing, and sharing machine learning models

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Method and system of selection of target content with the use of machine learning algorithm

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Training Action Prediction Machine-Learning Models for Video Games with Healed Data

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Methods, systems, apparatuses, and devices for facilitating a diagnosis of pathologies using a machine learning model

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Analysis-data analyzing device and analysis-data analyzing method that calculates or updates a degree of usefulness of each dimension of an input in a machine-learning model

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Formulation graph for machine learning of chemical products

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Formulation graph for machine learning of chemical products

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Training action prediction machine-learning models for video games with healed data

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Evolved machine learning models

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Input generation for multimodal learning based machine learning models

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System design for an integrated lifelong machine learning agent

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Methods and apparatuses for generating one or more answers relating to functioning of a machine learning model

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Computer-readable recording medium storing machine learning program, machine learning apparatus, and machine learning method

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Image-based document search using machine learning

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Allocation of machine learning resource

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