Data denoising based on machine learning.

Data denoising based on machine learning

Номер патента: EP3899799A1
Опубликовано: 27-10-2021
Автор(ы): Mikko Honkala
Принадлежит: NOKIA TECHNOLOGIES OY

Реферат: Systems, apparatuses, and methods are described for configuring denoising models based on machine learning. A denoising model (301) may remove noise from data samples (451). A noise model (403) may include noise in the data samples. Data samples processed by the denoising model (453) and/or the noise model (455) and original data samples (457) may be input into a discriminator (405). The discriminator may make determinations to classify input data samples. The denoising model and / or the discriminator may be trained based on the determinations.

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Executing Machine-Learning Models

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Executing machine-learning models

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Mapping application of machine learning models to answer queries according to semantic specification

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Distributed decentralized machine learning model training

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Systems and methods for frequent machine learning model retraining and rule optimization

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Machine learning component management

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Monitoring Devices at Enterprise Locations Using Machine-Learning Models to Protect Enterprise-Managed Information and Resources

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Machine learning for adaptive bitrate selection

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Data sovereignty compliant machine learning

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Machine learning-based customer care routing

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Hybrid machine learning

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Job description generation based on machine learning

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Verifying confidential machine learning models

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Multi-phase training of machine learning models for search ranking

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Real-time content integration based on machine learned selections

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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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Architecture to employ machine-learning model

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Machine learning ensemble for processing divergent input domains for automated scheduling systems

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Machine Learning Process Detection

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Automated dataset reduction based on use of explainability techniques

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Machine learning system for detecting anomalies in hunt data

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Exploit prediction based on machine learning

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System and method for mitigating bias in classification scores generated by machine learning models

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Machine learning to detect misclassified on-chain addresses

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Enhanced collaboration between user equpiment and network to facilitate machine learning

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Machine learning approach to mitigate hand blockage in millimeter wave systems

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Machine learning apparatus, machine learning method, and computer readable non-transitory recording medium storing machine learning program

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Scalable-effort classifiers for energy-efficient machine learning

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Method and Apparatus for Providing Broadcasting Information Based on Machine Learning

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Machine Learning-Based Resource Customization to Increase User Satisfaction

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Method and device for classifying uniform resource locators based on content in corresponding websites

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Utilizing machine learning and a smart transaction card to automatically identify item data associated with purchased items

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

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Machine learning for computer security policy modification

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Computer-based systems including machine learning models trained on distinct dataset types and methods of use thereof

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Using Template Exploration for Large-Scale Machine Learning

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Secure execution of a machine learning network

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Secure execution of a machine learning network

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Method for securing a machine learning based decision system

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Method for securing a machine learning based decision system

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Confidence volumes for earth modeling using machine learning

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Machine-learning techniques for predicting actions and behavior

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Earth modeling methods using machine learning

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Intervention and field characteristic machine-learned modeling

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Machine learning multimedia conversion assignment

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Machine learning assisted satellite based positioning

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Diffusion Models for Generation of Audio Data Based on Descriptive Textual Prompts

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Computer-based systems, computing components and computing objects configured to implement dynamic outlier bias reduction in machine learning models

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

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Modular hydrocarbon facility placement planning system with machine learning well trajectory optimization

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Two-tiered machine learning generation of birth risk score

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Modular hydrocarbon facility placement planning system with machine learning well trajectory optimization

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Aero-engine fault diagnosis method based on fifth-generation telecommunication technology standard distributed computing framework and deep learning

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Method and system for distributed machine learning

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Identifying and quantifying confounding bias based on expert knowledge

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

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Suggesting Actions Based on Machine Learning

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Suggesting actions based on machine learning

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Cementing lab data validation based on machine learning

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Recommending and Initiating Contactless Events Based on Machine Learning

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Systems and methods for determining and using health conditions based on machine learning algorithms and a smart vital device

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Systems and methods for controlling communications based on machine learned information

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Processing authentication requests to secured information systems based on machine-learned user behavior profiles

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Cementing Lab Data Validation based On Machine Learning

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Distributed file system performance optimization for path-level settings using machine learning

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