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Apparatus, Methods and Computer Programs for Training Machine Learning Models

Номер патента: US20240298133A1
Опубликовано: 05-09-2024
Автор(ы): Juha Tapio VILKAMO, Mikko Johannes Honkala
Принадлежит: NOKIA TECHNOLOGIES OY
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Methods and systems for training machine learning models in a federated learning framework

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Generating private synthetic training data for training machine-learning models

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Vehicle resiliency, driving feedback and risk assessment using machine learning-based vehicle wear scoring

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Techniques for training a machine learning model to modify portions of shapes when generating designs for three-dimensional objects

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Systems and methods for training machine learning models

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System, method, and computer program for a multi-dimensional credit worthiness evaluation

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Methods, systems, and computer programs for adjusting a first and a second machine-learning model and for pro-cessing a set of images, imaging system

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Transfer learning method for a machine learning system

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Lidar scene generation for training machine learning models

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System, Method, and Computer Program Product for Operating Dynamic Shadow Testing Environments

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System, method, and computer program product for denoising sequential machine learning models

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Method for training a machine learning model for determining the coefficients of a partial differential equation of a known operator-defined family of partial differential equations

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Machine learning model deployment, management and monitoring at scale

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Lidar scene generation for training machine learning models

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Training a machine learning model with limited training data

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System, Method, and Computer Program Product for Learning Continuous Embedding Space of Real Time Payment Transactions

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

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Training a machine learning model with limited training data

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Computations trained machine learning models for non-destructive evaluation of material and structural flaws

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Method and system for training machine learning models using dynamic fixed-point data representations

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A concept for placing an execution of a computer program

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Multi-stage training of machine learning models

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Training machine learning models based on movement and timing data

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System, method, and computer program product for evolutionary learning in verification template matching during biometric authentication

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Multi-stage training of machine learning models

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Methods, apparatuses and computer-readable mediums for generating and processing samples of text

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System, Method, and Computer Program Product for Evolutionary Learning in Verification Template Matching During Biometric Authentication

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Method and a server for converting a categorical factor value into its numerical representation and for creating a separating value of a categorical factor

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Systems, methods and computer programs for efficiently determining an order of driving destinations and for training a machine-learning model using distance-based input data

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System and Method for Training Machine-Learning Models with Probabilistic Confidence Labels

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Validation of machine learning models using coreset trees

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System, method, and computer program product for segmentation using knowledge transfer based machine learning techniques

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Training a Machine Learning Model for Container File Analysis

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A concept for training and using at least one machine-learning model for modelling kinetic aspects of a biological organism

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A concept for training and using at least one machine-learning model for modelling kinetic aspects of a biological organism

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System, Method, and Computer Program Product for Extracting Features From Imaging Biomarkers With Machine-Learning Models

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Method of and system for adapting multiple trained machine learning models on unlabelled dataset

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System and method for procedurally synthesizing datasets of objects of interest for training machine-learning models

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Dynamically adjusting a serverless execution container pool for training and utilizing online machine-learning models

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Systems, methods, and computer program products for evaluating machine learning model performance

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Un-learning of training data for machine learning models

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Implementing machine learning in a resource-constrained environment

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Implementing machine learning in a resource-constrained environment

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Apparatus, method and computer readable storage medium for diagnosing fault of vehicle component using acceleration sensor

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Reinforcement learning machine learning models for intervention recommendation

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Multi-phase training of machine learning models for search ranking

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Data meta-model based feature vector set generation for training machine learning models

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Apparatuses, methods, and computer program products for programmatically parsing, classifying, and labeling data objects

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Machine learning model training with adversarial learning and triplet loss regularization

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Methods, apparatus and medium for training an articifical intelligence or machine learning model

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Method and apparatus for training machine learning models, computer device, and storage medium

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Leveraging explanations for training of an ai system

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Method, system, and computer program product for training distributed machine learning models

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Method, System, and Computer Program Product for Training Distributed Machine Learning Models

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Machine learning model evaluation frameworks

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Method, system, and computer program product for improving machine learning models

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Method of and system for adapting multiple trained machine learning models on unlabelled dataset

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Providing apparatus, providing method, and computer program product

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Machine learning ranking distillation

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Machine learning ranking distillation

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Semi-supervised machine learning model framework for unlabeled learning

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Training of a machine learning model for use in medical imaging applications based on combinations of incomplete sample sets and sample images simulated therefrom

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Automatic generation of exemplar quantity for training machine learning models

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System, method, and computer program product for reducing dataset biases in natural language inference tasks using unadversarial training

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Method for model adaptation, electronic device and computer program product

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Information processing method and device, and storage medium

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Training Machine-Learned Models with Label Differential Privacy

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System, Method, and Computer Program Product for Analyzing Multivariate Time Series Using a Convolutional Fourier Network

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Systems and methods for pseudo image data augmentation for training machine learning models

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Systems and methods for pseudo image data augmentation for training machine learning models

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Systems and methods for pseudo image data augmentation for training machine learning models

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Machine learning models for genomic predictive data analysis

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Training machine learning models using varying multi-modality training data

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Methods, Devices, and Computer Programs for Training a Machine Learning Model and For Generating Training Data

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Training machine learning models

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Apparatus, Methods and Computer Programs for Noise Suppression

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Computer-implemented method for validating a trained machine learning model with regard to any potential misclassification and associated safety-critical consequence

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Training machine learning models to be robust against label noise

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Machine learning techniques for hierarchical-workflow risk score prediction using multi-party communication data

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System, method, apparatus, and computer program product for utilizing machine learning to process an image of a mobile device to determine a mobile device integrity status

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System, method, apparatus, and computer program product for utilizing machine learning to process an image of a mobile device to determine a mobile device integrity status

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Training a machine learning model for simulating images at higher dose of contrast agent in medical imaging applications

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Method, System, and Computer Program Product for Improving Training Loss of Graph Neural Networks Using Bi-Level Optimization

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System and a method of training a machine-learning models for search results ranking

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System, method, and computer program product for managing automated healthcare data applications using artificial intelligence

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