Automated machine learning using nearest neighbor recommender systems.

Automated machine learning using nearest neighbor recommender systems

Номер патента: US11941541B2
Опубликовано: 26-03-2024
Автор(ы): Charu C. Aggarwal, Gregory BRAMBLE, Horst Cornelius Samulowitz, Saket SATHE
Принадлежит: International Business Machines Corp
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Рисунок 1. Взаимосвязь патентов (ближайшие 20).

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Systems and methods for providing a nearest neighbors classification pipeline with automated dimensionality reduction

Номер патента: US11934384B1. Автор: Michael Langford. Владелец: Capital One Services LLC. Дата публикации: 2024-03-19.

Gradient pruning for efficient training of machine learning models

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Gradient pruning for efficient training of machine learning models

Номер патента: WO2022174207A9. Автор: Jin Won Lee,Chirag Sureshbhai Patel,Jamie Menjay Lin,Fatih Murat PORIKLI,Yash Sanjay BHALGAT. Владелец: QUALCOMM INCORPORATED. Дата публикации: 2023-08-17.

Pruning for efficient training of machine learning models

Номер патента: EP4292019A1. Автор: Jin Won Lee,Chirag Sureshbhai Patel,Jamie Menjay Lin,Fatih Murat PORIKLI,Yash Sanjay BHALGAT. Владелец: Qualcomm Inc. Дата публикации: 2023-12-20.

Pruning for efficient training of machine learning models

Номер патента: WO2022174207A1. Автор: Jin Won Lee,Chirag Sureshbhai Patel,Jamie Menjay Lin,Fatih Murat PORIKLI,Yash Sanjay BHALGAT. Владелец: QUALCOMM INCORPORATED. Дата публикации: 2022-08-18.

Gradient pruning for efficient training of machine learning models

Номер патента: US12136038B2. Автор: Jin Won Lee,Chirag Sureshbhai Patel,Jamie Menjay Lin,Fatih Murat PORIKLI,Yash Sanjay BHALGAT. Владелец: Qualcomm Inc. Дата публикации: 2024-11-05.

Machine learning system, method, inference apparatus and computer-readable storage medium

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Method for performing continual learning using representation learning and apparatus thereof

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Machine learning systems and methods for improved localization of image forgery

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Multi-party machine learning using a database cleanroom

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Method and system for generating round truth data for machine learning of recognizer

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Method and system for predicting performance in electronic design based on machine learning

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Apparatus for machine learning service, method for machine learning service and program thereof

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Devices and methods for increasing the speed or power efficiency of a computer when performing machine learning using spiking neural networks

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System, method, and computer program product for time-based ensemble learning using supervised and unsupervised machine learning models

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System and method for self-healing in decentralized model building for machine learning using blockchain

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Computer-implemented systems, methods and computer programs for adapting a machine-learning-architecture and for processing input data

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Automatic problem assessment in machine learning system

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Automatic problem assessment in machine learning system

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Method for performing on-device learning of machine learning network on autonomous vehicle by using multi-stage learning with adaptive hyper-parameter sets and device using the same

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Machine learning failure recovery apparatus and control method thereof

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Machine learning platform

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Computer-implemented method for performing a computational task using a machine learning model

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Machine learning model training method, service data processing method, apparatuses, and systems

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Machine learning device

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System and method for self-healing in decentralized model building for machine learning using blockchain

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Federated learning using secure centers of client device embeddings

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Validation of a machine learning model

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Machine learning method, machine learning system, and program

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Automatically updating a card-scan machine learning model based on predicting card characters

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Automatically Building Efficient Machine Learning Model Training Environments

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Computer-implemented method for performing a computational task using a machine learning model

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Hybrid machine learning methods of training and using models to predict formulation properties

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Auto discovery protocol and virtual grouping of machine learning models

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Training and inference management for composite machine learning scenarios

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A method for evaluating a plurality of different machine learning methods for use in a motor vehicle by an electronic computing device

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Federated learning service in a provider network and training machine learning models using devices external to the provider network

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Input generation for multimodal learning based machine learning models

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Automated metadata asset creation using machine learning models

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Machine learning accelerator with decision tree interconnects

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Machine-learning recommendation system based on game theory

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Machine learning using secured shared data

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Using machine learning for iconography recommendations

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Using machine learning for iconography recommendations

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Using machine learning for iconography recommendations

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Hybrid machine learning methods of training and using models to predict formulation properties

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Machine learning program, machine learning device, and machine learning method

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Debugging correctness issues in training machine learning models

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Protection of a machine-learning model

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Storage medium, machine learning device, and machine learning method

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Distributed machine learning compiler optimization

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Machine learning model training method and machine learning model training device

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On-device machine learning platform to enable sharing of machine-learned models between applications

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Data sovereignty compliant machine learning

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Secure multi-user machine learning on a cloud data platform

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Machine Learning Hyperparameter Tuning

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Machine learning program, machine learning method, and information processing apparatus

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Machine Learning Model Training Method and Device and Electronic Equipment

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Systems and methods for subscriber-based adaptation of production-implemented machine learning models of a service provider using a training application

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Methods and mechanisms for confidential and privacy-preserving multi-stakeholder machine learning

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Online machine learning with immediate rewards when real rewards are delayed

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Utilizing a joint-learning self-distillation framework for improving text sequential labeling machine-learning models

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System and method for machine learning for system deployments without performance regressions

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Debugging Correctness Issues in Training Machine Learning Models

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Machine Learning Model Adversarial Attack Monitoring

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System and method for machine learning for system deployments without performance regressions

Номер патента: US12093255B2. Автор: Shi Qiao,Abhishek Roy,Soundararajan Srinivasan,Marc T. Friedman,Alekh Jindal,Irene Rogan Shaffer,Hiren Shantilal Patel,Gilbert Antonius,Markus Weimer,Remmelt Herbert Lieve Ammerlaan,Lucas Rosenblatt,Vijay Kumar Ramani,Peter Orenberg,H M Sajjad Hossain. Владелец: Microsoft Technology Licensing LLC. Дата публикации: 2024-09-17.

Machine learning model adversarial attack monitoring

Номер патента: WO2024196526A1. Автор: James Ballard,Tanner Burns,Chris Sestito. Владелец: HiddenLayer Inc.. Дата публикации: 2024-09-26.

Automatic generation of ground truth data for training or retraining machine learning models

Номер патента: US12112247B2. Автор: Eric Todd Brower. Владелец: Nvidia Corp. Дата публикации: 2024-10-08.

Fast and accurate machine learning by applying efficient preconditioner to kernel ridge regression

Номер патента: US11704584B2. Автор: Nadav Carmel,Gil Shabat,Era CHOSHEN,Dvir BEN-OR. Владелец: Playtika Ltd. Дата публикации: 2023-07-18.

Machine learning device and design support device

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Multi-party machine learning using a database cleanroom

Номер патента: US20230409968A1. Автор: Justin Langseth,Orestis KOSTAKIS. Владелец: Snowflake Inc. Дата публикации: 2023-12-21.

Query-based recommendation systems using machine learning-trained classifier

Номер патента: US11823044B2. Автор: Itay Margolin. Владелец: PayPal Inc. Дата публикации: 2023-11-21.

Systems and methods for finding nearest neighbors

Номер патента: EP4369258A1. Автор: Manali SHARMA,Matthew Shaun Bryson,Vikas Sinha,Ehsan M Najafabadi. Владелец: SAMSUNG ELECTRONICS CO LTD. Дата публикации: 2024-05-15.

Multi-party machine learning using a database cleanroom

Номер патента: US12020128B2. Автор: Justin Langseth,Orestis KOSTAKIS. Владелец: Snowflake Inc. Дата публикации: 2024-06-25.

Systems and methods for finding nearest neighbors

Номер патента: US20240184778A1. Автор: Manali SHARMA,Matthew BRYSON,Vikas Sinha,Ehsan Najafabadi. Владелец: SAMSUNG ELECTRONICS CO LTD. Дата публикации: 2024-06-06.

High-speed scanning parser for scalable collection of statistics and use in preparing data for machine learning

Номер патента: US20230114836A1. Автор: Gwyn Rhys Jones,Nicola Lazzarini,Charikleia Eleftherochorinou,Karolina Katarzyna Dluzniak,Tomass Bernots. Владелец: Iqvia Inc. Дата публикации: 2023-04-13.

High-speed scanning parser for scalable collection of statistics and use in preparing data for machine learning

Номер патента: EP3736693A1. Автор: Gwyn Rhys Jones,Nicola Lazzarini,Charikleia Eleftherochorinou,Karolina Katarzyna Dluzniak,Tomass Bernots. Владелец: Iqvia Inc. Дата публикации: 2020-11-11.

Machine learning-assisted user reporting and moderation of multimedia content

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Assessing machine learning bias using model training metadata

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

Номер патента: EP4295283A1. Автор: SATHEESH KUMAR Perepu,KATTEPUR Ajay,MOHALIK Swarup Kumar. Владелец: Telefonaktiebolaget LM Ericsson AB. Дата публикации: 2023-12-27.

Documentation file-embedded machine learning models

Номер патента: US20210027190A1. Автор: Changchuan Yin. Владелец: AT&T INTELLECTUAL PROPERTY I LP. Дата публикации: 2021-01-28.

Documentation file-embedded machine learning models

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Natural language analysis of a command line using a machine learning model to generate a natural language description of the command line

Номер патента: GB2618429A. Автор: Daniel Saxe Joshua. Владелец: Sophos Ltd. Дата публикации: 2023-11-08.

Machine learning system for analyzing the quality and efficacy of essays for higher education admissions

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Augmenting machine learning models to incorporate incomplete datasets

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Attention-based classifier machine learning models using dual-positional-mode segment embeddings

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Electronic system for developing a machine learning model

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Tailoring a multi-channel help desk environment based on machine learning models

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Techniques for evaluating an effect of changes to machine learning models

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Protection of a machine-learning model

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Method and system for building a machine learning model

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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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Trust related management of artificial intelligence or machine learning pipelines

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Offline evaluation of machine learning models with noise reduction

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